answers_release_gemma.txt

The text does not describe the vehicle name for sweepstakes other than "buggy," therefore I cannot answer the query.
The text does not mention any course number for large language models methods and application, therefore I cannot answer the query.
The text does not specify the date of the classes beginning in the Fall 2024 semester, therefore I cannot answer this query.
The text does not contain information about course 10315, therefore I cannot answer the query.
The text does not provide information about TAPLoss or its acronym, therefore I cannot answer this query.
Sure, here is the answer to the query:  The ACL 60/60 evaluation sets are used to evaluate the performance of systems for a translation challenge task. The data comes from ACL 2022 technical presentations and is originally spoken in English. The resulting dataset contains parallel speech, transcripts, and translations for ten language pairs.
The text does not provide information about the last day of Mini-5 classes in summer 2024, therefore I cannot answer the query.
The text does not specify the number of the Drama classes start with, therefore I cannot answer this query.
The text does not provide information about the number of members of the National Academy of Medicine (NAM) at Carnegie Mellon University, therefore I cannot answer the query.
The text does not describe advanced NLP's classroom location, therefore I cannot answer this query.
Sure, here is the answer to the query:  **Yiming Yang** is an author on "Accelerating Diffusion- based Combinatorial Optimization Solvers by Progressive Distillation".
Sure, here is the answer to the query:  The paper "Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model" was published at the IEEE International Conference on Acoustics, Speech, and Signal Processing.
Sure, here is the answer to the query:  The paper TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement, got published in the Interspeech conference in 2022.
Sure, here is the answer to the query:  The text does not mention the usage of emoticons in the provided text, therefore I cannot answer the query.
The text does not mention the PI of the CLAW Lab, therefore I cannot answer this query.
Sure, here is the answer to the query:  According to the text, imperfect machine-generated explanations in the BiasX paper help less compared to expert-written human explanations by a margin of 2.4%.
Sure, here is the answer to the query:  Graham Neubig's job title is "Associate Professor." **Reference:**  "Graham Neubig | Carnegie Mellon University - Language Technologies Institute" section of the provided text.
The text does not mention course 05291, therefore I cannot answer this query.
The text states that the model trained by the authors of SantaCoder paper is 1.1B parameters large.
The text does not mention David Garlan or his title, therefore I cannot answer this query.
The text does not mention unit 02718 or its instructor, therefore I cannot answer the query.
Sure, here is the answer to the query:  The name of the proposed approach that extends pretrained transformer models to handle unlimited input lengths is Unlimiformer.  **Reference:** "Unlimiformer: Long-Range Transformers with Unlimited Length Input" (2023) by Amanda Bertsch, Uri Alon, Graham Neubig, Matthew R. Gormley.
The text does not specify the deadline for Mini-2 drop and withdrawal grade assigned after the date of fall 2024, therefore I cannot answer this query.
The text does not provide information about the usage of aluminum for buggy construction, therefore I cannot answer this query.
Sure, here is the answer to the query:  The Phi Beta Kappa Initiation Ceremony will be held in McConomy Auditorium, Cohon University Center on May 9.
The text does not provide information about the deadline for Mini-1 drop and withdrawal grade assigned after this date, therefore I cannot answer this query.
SAMA showcases up to 2.0/3.8 ×decrease in memory consumption (multi-GPU setup) in large-scale meta learning benchmarks.  **Reference:** "Making Scalable Meta-Learning Practical" (Context information)
The text does not provide information about Spring 2025 course registration, therefore I cannot answer the query.
The text does not contain any information about course 05317, therefore I cannot answer this query.
Sure, here is the answer to the query:  ValuePrism is a large-scale dataset of 218k contextualized values, rights, and duties connected to 31k human-written situations. It is introduced in the paper "Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties" by Taylor Sorensen, Liwei Jiang, Jena D. Hwang, Sydney Levine, Valentina Pyatkin, Peter West, Nouha Dziri, Ximing Lu, Kavel Rao, Chandra Bhagavatula, Maarten Sap, J. Tasioulas, and Yejin Choi.
Sure, here is the answer to the query:  The text states that "Of COMPUTER SCIENCE’S FIRST-YEAR STUDENTS  WERE WOMEN  IN 2019, nearly triple the  national average." Therefore, the answer is "nearly triple the" (around 300%).
The text does not provide information about the deadline for Mini-3 pass/no pass and withdrawal in spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper title for the paper that released a method called IPA is "Inference-Time Policy Adaptation (IPA): Tailoring Extreme-Scale Language Models without Fine-Tuning."  **Context:**  The text provided describes a paper titled "Inference-Time Policy Adaptation (IPA): Tailoring Extreme-Scale Language Models without Fine-Tuning."
Sure, here is the answer to the query:  IPA has shown significant improvements on five challenging text generation tasks: toxicity reduction and lexically constrained generation.
The text does not describe the credit value of 11824, therefore I cannot answer the query.
The provided text does not contain information about course 05391, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the first author of "Extracting Training Data from Diffusion Models," therefore I cannot answer this query.
The text does not provide information about course 05315, therefore I cannot answer the query.
The text does not specify the cost of applying for the MLT program if an application is submitted on the day before the deadline, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that "MIIS-16 students must take at least 84 units (typically 7 12-unit courses) of qualifying and elective courses." So, the answer is 84 credits.
The text states that the first U.S. drama degree was awarded at Carnegie Tech in 1914.
Sure, here is the answer to the query:  According to the text, PhD students can use LTI's computer cluster for course assignments, directed study projects, and/or capstone projects.
Sure, here is the answer to the query:  The text does not mention the instructor for the Advanced Topics in Multimodal Machine Learning in Spring 2024, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  Meloni et al (2021) achieved state-of-the-art results on Latin protoform reconstruction.
The text does not mention Carnegie Mellon University (CMU) Athletics Hall of Fame or its establishment year, therefore I cannot answer this query.
Sure, here is the answer to the query:  The department formed in 2006 in the School of Computer Science was the Machine Learning Department.
Sure, here is the answer to the query:  SPAE stands for Semantic Pyramid AutoEncoder.
Sure, here is the answer to the query:  **Answer:** Conference on Robot Learning  **Context:**  The text describes the HomeRobot: Open-Vocabulary Mobile Manipulation paper. The conference where HomeRobot was published is the Conference on Robot Learning.
The text does not mention the number of members of the National Academy of Sciences (NAS) at Carnegie Mellon University, therefore I cannot answer this query.
Sure, here is the answer to the query:  The official Scotty costume was unveiled in the year 2008.
Sure, here is the answer to the query:  The framework tax paper was published at the Conference on Empirical Methods in Natural Language Processing.
Sure, here is the answer to the query:  The text does not specify the deadline for adding, auditing, and tuition adjustment drop for Mini-2 (deadline 1) in fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that "End-to-End Speech Recognition: A Survey" was published in 2023.
Sure, here is the answer to the query:  According to the text, Carnegie Mellon University does not discriminate based on race in admission, employment or administration of its programs or activities.
Sure, here is the answer to the query:  The text states that "The exact match on the test set, which reflects the true task performance, is achieved by gpt-3.5-turbo on the Squad dataset."  Therefore, the answer to the query is "The exact match on the test set, which reflects the true task performance, is achieved by gpt-3.5-turbo on the Squad dataset."
The text does not contain any information about unit 02700, therefore I cannot answer this query.
Sure, here is the answer to the query:  Kevlar fiber was invented by alumna Stephanie Kwolek (MM 1946).
The provided text does not mention course 15151, therefore I cannot answer the query.
The text does not provide information about Spring 2024 grades due dates, therefore I cannot answer this query.
The text does not specify course numbers for LLM-related courses, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text describes three datasets evaluated in the KALE lexical expansion paper: MSMARCOv1, TREC DL 19, and TREC DL 20.
The text does not mention David Garlan or his office information, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text states that the paper "Multimodal Fusion Interactions: A Study of Human and Automatic Quantification" has 4 authors.
Sure, here is the answer to the query:  ICML is the abbreviation for International Conference on Machine Learning.  (Context reference: "InProceedings of the 59th Annual Meeting of the Associ- ation for Computational Linguistics and the 11th Interna- tional Joint Conference on Natural Language Processing" section)
Sure, here is the answer to the query:  The two standard benchmarks used to evaluate the performance of FREDOM are HumanEval (Chen et al., 2021) and MBPP (Austin et al., 2021).
Sure, here is the answer to the query:  The paper "Cross-Modal Fine-Tuning: Align then Refine" was published in International Conference on Machine Learning (ICML) in 2021.
The text does not provide information about the instructor for Advanced Natural Language Processing in Fall 2023, therefore I cannot answer this query.
The text does not provide information about CMU ID card usage for fitness reservations, therefore I cannot answer the query.
The text does not contain information about Fall Break in 2023, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the course number for the Search Engines course, therefore I cannot answer this query.
Sure, here is the answer to the query:  To complete the course requirements for the PhD in Language and Information Technologies degree, the student must pass 96 or more course units of graduate courses.
Sure, here is the answer to the query:  The text does not contain information about course 10701, therefore I cannot answer the query.
The text does not provide information about the first day of Mini-6 classes in summer 2024, therefore I cannot answer this query.
The text does not specify the first paper on the KALE paper by Jamie Callan's group, therefore I cannot answer the query.
Sure, here is the answer to the query:  The longer track of the MIIS program is 21 months and is completed in four academic semesters.
The text does not mention ICTIR, therefore I cannot answer the query. Therefore, I am providing "None" as the answer.
Sure, here is the answer to the query:  The ACL 60/60 evaluation dataset includes parallel speech, transcripts, and translation for ten language pairs, totaling approximately one hour for the development set and one hour for the evaluation set.
Sure, here is the answer to the query:  The text does not specify which benchmark was used in the study, therefore I cannot answer this query.
The text does not provide information about the start date of fall 2024 Semester & Mini-1 Classes, therefore I cannot answer this query.
The text does not specify the title of course 17200, therefore I cannot answer the query.
The text does not specify the deadline for adding or dropping a Mini-4 course with tuition adjustment in spring 2024, therefore I cannot answer the query.
Sure, here is the answer to the query:  The phone number for CMU's office of Title IX initiatives is 412-268-7125.
The proposed models achieved a reduction in word error rates of 0.3% on the LibriSpeech test-clean set.
The answer is: Mellon Institute of Industrial Research.  "In 1967, Carnegie Institute of Technology merged with the nearby Mellon Institute of Industrial Research to form Carnegie-Mellon University."
The text does not mention any information about Lori S. Levin's papers on Semantic Scholar, therefore I cannot answer this query.
Sure, here is the answer to the query:  The language technologies institute's phone number according to the MCDS handbook is 412-268-6591.
Sure, here is the answer to the query:  The text states that the joint fine-tuning strategy achieved a WER of 2.3% and 2.5% in anechoic and reverberant conditions, respectively.
Sure, here is the answer to the query: The text does not specify the deadline for dropping a Mini-2 course with a withdrawal grade assigned in fall 2023, therefore I cannot answer this query.
The text does not mention text mining course information therefore I cannot answer this query. Therefore, the answer is "None".
The text does not mention other physical campuses of CMU than Pittsburgh, therefore I cannot answer the query.
The text does not mention any LTI prof co-authoring the paper titled "Judging LLM-as-a-judge with MT-Bench and Chatbot Arena", therefore I cannot answer the query.
The text does not specify the number of authors on the SENTECON paper, therefore I cannot answer this query.
The text does not mention the last names of the professors that taught 11-711 in Fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the WebArena benchmark includes 812 long-horizon web-based tasks. Therefore, the answer to the query is 812.
Sure, here is the answer to the query:  The text states that "The leading university center for cybersecurity, providing support to more than 110 centers around the world" and "The world’s first university robotics department, founded in 1979". Therefore, the text does not contain any information about Tony Awards won by alumni and current/former faculty, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not describe whether SCS Interdisciplinary offers more than 1 course in Summer 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  A-L OL uses the reference LM’s value estimate to filter negative advantage (low-quality) data points during training.
The text does not specify the date of the start of classes after the winter break in spring 2024, therefore I cannot answer the query.
Sure, here is the answer to the query:  The GPT-4-based agent in WebArena achieves a task success rate of 14.41%, significantly lagging behind the human performance of 78.24%.
The text does not specify a limit on the number of guests who can attend the main commencement ceremony, therefore I cannot answer this query.
The text does not mention the conference name for the paper "The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Linkbetween Phonemes and Facial Features," therefore I cannot answer the query.
Sure, here is the answer to the query:  The text states that the survey had a total of 312 participants from the NLP community.
The answer is ML-SUPERB (Multilingual Speech Universal PERformance Benchmark).  "ML-SUPERB is designed to cover a wide range of languages, including both high-resource languages like English and endangered languages such as Totonac."
Sure, here is the answer to the query:  The SYNTACC model uses the YourTTS model for multi-accent speech synthesis.
The text does not mention units for linguistics lab, therefore I cannot answer this query.
The text does not mention Abdelghany's courses in Summer 2024, therefore I cannot answer the query.
The text does not mention any LTI faculty member working on recommender systems, therefore I cannot answer the query.
The Plan module in the PET framework simplifies complex tasks by breaking them down into sub-tasks and generating a list of sub-tasks for an input task description.
The term for the discrepancies between increases in computational throughput and reductions in floating point operations, and improvements in wall-clock inference latency is the framework tax. **Reference:**  "The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment" (2023)
Sure, here is the answer to the query:  The text does not mention Game Theoretic Probability, Statistics and Learning, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the faculty member's name from LTI who co-authored the paper "Transformed Protoform Reconstruction," therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper "ChatGPT MT: Competitive for High- (but Not Low-) Resource Languages" was published in the conference "Conference on Machine Translation".
Sure, here is the answer to the query:  The text does not describe any evaluation metrics reported on TREC DL 19 in the KALE paper, therefore I cannot answer this query.
Sure, here is the answer to the query:  The sweepstakes finals at Spring Carnival are scheduled for 8:00 AM - 12:00 PM ET on the day of the event.
Sure, here is the answer to the query:  The SENTECON paper is published at the Annual Meeting of the Association for Computational Linguistics.
Sure, here is the answer to the query:  The framework proposed to simplify the control problem of embodied agents using LLMs is the Plan, Eliminate, and Track (PET) framework.  **Reference:** "Plan, Eliminate, and Track - Language Models are Good Teachers for Embodied Agents"
Sure, here is the answer to the query:  In spring carnival, Scotch'n'Soda's theatre carnival shows are on **Thursday, Friday and Saturday** of the week.
The text does not specify the number of credits for the Capstone Planning Seminar, therefore I cannot answer this query.
Sure, here is the answer to the query:  In the Unlimiformer approach, the attention dot-product scores are the kNN distances.
The text does not mention any LTI faculty member information about the COBRA Frames paper, therefore I cannot answer this query.
The text does not mention whether Professors Bhiksha Raj and Rita Singh have co-authored a paper, therefore I cannot answer the query.
The text does not provide information about the Director of the MSAII program, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper "Why do Nearest Neighbor Language Models Work?" was published in International Conference on Machine Learning.  **Reference:**  "Why do Nearest Neighbor Language Models Work?" (2023) by Frank F. Xu, Uri Alon, Graham Neubig.
The text states that "the mean confidence difference for the 'he, she' gender-word pair in the paper 'Language Models Get a Gender Makeover' is 0.317."
The text does not provide information about the timing of Mini-3 faculty course evaluations in spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The monoT5-3B model consistently outperformed BM25 in the InPars study.
The text states that students seeking additional information about the MIIS program should contact their academic advisor and/or appropriate associate dean. Therefore, the answer to this query is: **Academic advisor and/or appropriate associate dean**  (Reference: "Additional Guidance for Students" section)
Sure, here is the answer to the query:  The framework tax paper observes that the disparity between inference efficiency and hardware speed increases is growing as hardware speed increases over time.
The text does not mention the deadline for adding, auditing, or tuition adjustment drop for Mini-3 in spring 2025, therefore I cannot answer this query.
Sure, here is the answer to the query:  The method that is proposed for alignment in "Aligning Large Multimodal Models with Factually Augmented RLHF" is called Factually Augmented RLHF.
The text does not describe the role of a chute flagger in the sweepstakes competition, therefore I cannot answer the query.
Sure, here is the answer to the query:  The PET framework improves the completion rate by 15% and reduces the number of objects in observation by 40%.
Sure, here is the answer to the query:  The text does not specify which benchmark was used in the experiments, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe the office contact information for LTI PhD students, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The datasets and models in the NLPositionality study were found to be predominantly aligned with Western, White, college-educated, and younger populations.
The text does not contain information about unit 02701, therefore I cannot answer the query.
Sure, here is the answer to the query:  The proposed models achieved a reduction in word error rates (WERs) of 0.3% and 1.4% on LibriSpeech test-other.
Sure, here is the answer to the query:  The text does not describe any LTI faculty members involved in the work Improving Factuality of Abstractive Summarization via Contrastive Reward Learning, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention a YouTube channel for The Kiltie Band, therefore I cannot answer this query.
The Senior Leadership Recognition Ceremony is held in the Wiegand Gym on May 10 2024.
The text does not describe Yonatan Bisk's lab, therefore I cannot answer this query.
The advanced study MIIS degree typically takes 21 months to complete, as stated in the text "MIIS-21 students must take at least 108 units (typically 9 12-unit courses) of qualifying and elective courses and 66 practice units to satisfy their degree requirements, making it a total of 174 units to attain the MIIS: Advanced Study degree."
The text does not mention the number of members of the National Academy of Engineering (NAE) that Carnegie Mellon University is home to, therefore I cannot answer this query.
The text does not provide information about Labor Day, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention any information about the faculty teaching the neural code generation course, therefore I cannot answer this query.
The text does not mention course numbers for question answering courses at LTI, therefore I cannot answer this query.
Sure, here is the answer to the query:  The Architecture classes start with the number '48'. (Reference: "Course Architecture: 48025, Title: First Year Seminar: Architecture Edition I")
Sure, here is the answer to the query:  The paper "A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech" was published in the 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
The text does not provide information about the course number for Undergraduate Research in Computational Biology, therefore I cannot answer this query.
Sure, here is the answer to the query:  The proposed block-wise training method in the BASS paper from Interspeech 2023 improves by 3 points absolute on ROUGE-L over a truncated input baseline.
The text does not provide information about the accuracy using SHAP reduction, therefore I cannot answer the query.
Sure, here is the answer to the query:  CSurF addresses two key factors: lexical form match and contextualized term scoring.
The text does not describe course 15110 therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not describe any fairness domain adaptation approach, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper "BASS: Block-wise Adaptation for Speech Summarization" was published in the conference "Interspeech 2021".
The text does not mention course 15090, therefore I cannot answer the query.
The text does not describe the cost of applying for the MLT program, therefore I cannot answer this query.
The proposed learning objective to improve perceptual quality of speech is to formalize differences in perceptual quality by using domain knowledge of acoustic-phonetics.
The text does not describe the sharp right-hand turn of the buggy course, therefore I cannot answer the query.
The text does not contain information about course 15151, therefore I cannot answer this query.
The text does not describe the LTI professor who was the last author in "To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing," therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the BartScore achieved by the CRL- COM (R) system from the paper Improving Factuality of Abstractive Summarization via Contrastive Reward Learning, on the XSUM dataset, therefore I cannot answer this query.
Sure, here is the answer to the query:  FiT5 integrates document text information, retrieval features, and global document information into a single unified model.
The text does not contain information about course 17214, therefore I cannot answer the query.
The text does not describe SafeWalk, therefore I cannot answer the query. Therefore, the answer is 'None'.
The text does not mention unit 02518 or its location, therefore I cannot answer the query.
Sure, here is the answer to the query:  The novel framework introduced for learning unified multi- sensory object property representations is MOSAIC (Multi-modal Object property learning with Self- Attention and Integrated Comprehension).
Sure, here is the answer to the query:  According to the paper ChatGPT MT, the study suggests that ChatGPT is especially disadvantaged for African languages.
Sure, here is the answer to the query:  The text states that visual tokens can be used to attack multimodal models that allow users to provide images. These visual tokens can be passed directly as an input to the model or combined internally to the model via learned adaptation prompts.
The text does not contain information about unit 02614, therefore I cannot answer the query.
Sure, here is the answer to the query:  The paper titled "Computational Language Acquisition with Theory of Mind" was published as a conference paper at ICLR 2023.
The text does not contain information about unit 02761, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text states that Eric Nyberg and Teruko Mitamura teach the classes 11-721: Grammars and Lexicons and 11-727: Computational Semantics for NLP, respectively.
The text does not mention Holi celebration, therefore I cannot answer this query. Therefore, the answer is "None".
Sure, here is the answer to the query:  The paper "BASS: Block-wise Adaptation for Speech Summarization" was published at the 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Sure, here is the answer to the query:  The text does not contain information about Andrew Carnegie's death year, therefore I cannot answer this query.
The text does not mention course number 10500, therefore I cannot answer the query.
The text does not mention any LTI prof co-authored the paper titled "AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models," therefore I cannot answer this query.
The text does not mention any instructors for unit 02512, therefore I cannot answer the query.
Sure, here is the answer to the query:  Perlis taught the first freshman-level computer programming course at CMU in 1958.
Sure, here is the answer to the query:  The publication venue of "Assessment of quality of life after upper extremity transplantation: Framework for patient-reported outcome scale domains" is Frontiers in Psychology.  **Reference:**  "Assessment of quality of life after upper extremity transplantation: Framework for patient-reported outcome scale domains" Frontiers in Psychology 01 frontiersin.org
The text does not describe training 1.1B parameter models on Java, JavaScript, and Python subsets of The Stack and evaluating them on MultiPL-E, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the paper "Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-Tuning" was published in 2023.
The text does not provide information about the cost of applying for the MLT program if an application is submitted a week before the deadline, therefore I cannot answer this query.
The text does not specify the year in which the Tartan Athletics Club was launched, therefore I cannot answer this query.
Sure, here is the answer to the query:  The full name of the conference where the paper Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasonin got published is the 61st Annual Meeting of the Association for Computational Linguistics.
The text states that "The first U.S. school to award a degree in drama  in 1914" and therefore the answer is:  **The first U.S. school to award a degree in drama in 1914.**
Sure, here is the answer to the query:  The dataset created for this task is called EmpathicStories.
Sure, here is the answer to the query:  The text states that the WebArena benchmark includes a compound action space with a total of three distinct groups of actions, therefore, the answer is 3.
Sure, here is the answer to the query:  The event where buggies are raced is called "Sweepstakes Final Races."
The text does not provide information about the percentage accuracy of rhymes achieved by the autoencoder model on the evaluation suite, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not provide information about the number of units for independent study: breadth, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention any LTI prof co-authored the paper titled "Exploration on HuBERT with Multiple Resolutions," therefore I cannot provide an answer to this query.
The text does not mention any project name related to high-speed computer networks, therefore I cannot answer this query.
Sure, here is the answer to the query:  The Subword Modeling class starts at 11:00 AM in spring 2024. (Context information: file_path: /workspace/nlp-from-scratch-assignment- spring2024/data/Courses/Spring.txt)
Sure, here is the answer to the query:  The first author of the paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input" is Amanda Bertsch.
Answer: The text does not mention GRE requirements for the Master of Science in Intelligent Information Systems application, therefore I cannot answer this query.
The text does not provide information about the cost of applying for the MLT program, therefore I cannot answer this query.
The answer is "Buggy Races."  In the text, the nickname for the sweepstakes competition is "Buggy Races."
Sure, here is the answer to the query:  The first freshman-level computer programming course was offered at CMU in 1958.  **Context:**  "In 1956 and 1957, Simon, Allen Newell (IA’57) and Cliff Shaw of RAND designed the Logic Theorist, a computer program that could develop proofs for theorems in much the same way a human would work. They also developed linked-list data structures, the foundation of computer programming. Perlis, Simon and Newell are credited with defining the term “computer science” as “the theory and design of computers,” as well as (in Newell’s words) “the study of the phenomena arising from them.” In 1958, Perlis began teaching the first freshman-level computer programming course in the United States at Carnegie Tech."
The text does not provide information about the number of HR persons at LTI, therefore I cannot answer the query.
The text does not specify the deadline for Mini-3 pass/no pass and withdrawal in spring 2025, therefore I cannot answer the query.
The text does not specify the deadline for adding, auditing, or tuition adjustment drop for Mini-1 (deadline 1) in fall 2023, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the LTI faculty member on the paper titled "Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval", therefore I cannot answer this query.
Sure, here is the answer to the query:  MOSAIC leverages knowledge from the extensive pre-trained Contrastive Language-Image Pre-training (CLIP) text model.
The text does not mention the names of the people from LTI who co-authored the paper Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms, therefore I cannot answer this query.
The text does not mention course 15122, therefore I cannot answer this query.
Sure, here is the answer to the query:  ESPnet-ST-v2 offers a wide variety of models for ST, SST, and S2ST tasks, including transducers, hybrid CTC/attention, multi-decoders with searchable intermediates, time-synchronous blockwise CTC/attention, Translatotron models, and direct discrete unit models.
The text does not mention Convocation in fall 2024, therefore I cannot answer this query.
The text does not specify the acronmys for LTI programs that have capstone requirements, therefore I cannot answer this query.
The text does not contain information about the point of contact for the Naval ROTC Commissioning ceremony, therefore I cannot answer the query.
The text does not provide information about units for unit 02712, therefore I cannot answer the query.
Sure, here is the answer to the query:  All of the Biomedical Engineering classes in the provided text start with the number 08:00AM.
Sure, here is the answer to the query:  The text does not mention the conference name where the paper Rethinking Voice-Face Correlation: A Geometry View, got published, therefore I cannot answer the query.
The text does not provide information about the opening date of Semester & Mini-6 Faculty Course Evaluations in summer 2024, therefore I cannot answer this query.
The text does not describe any LTI faculty member's work on robots, therefore I cannot answer the query.
The text does not provide information about the Mid-semester & Mini-1 grades submission date for fall 2023, therefore I cannot answer this query.
The text states that "Margaret Morrison Carnegie College" was the college for women before 1973 at Carnegie Tech.
The study concluded that the language-agnostic approach outperforms the language-aware approach for multilingual document-grounded question-answering systems. However, for the examples examined, query rewriting did not enhance performance compared to the original queries. This is due to topic switching and the summarization of non-relevant topics in the rewritten queries.
The text does not mention Graham Neubig's PhD information, therefore I cannot answer the query.
The text does not provide information about the timing of the Semester & Mini-2 Faculty Course Evaluations in fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the number of StuCo courses going to be held in Spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  FLARE offers the benefit of actively deciding when and what to retrieve during generation, which is not available in existing retrieval augmented LMs. This allows FLARE to generate more accurate and relevant outputs by leveraging information retrieved from the corpus.
The text does not provide information about Robert Frederking's phone number, therefore I cannot answer the query.
The text does not mention Electrical & Computer Engineering courses scheduled for Summer 2024, therefore I cannot answer the query.
The text does not mention course 15195 or any instructor information for that course, therefore I cannot provide an answer to this query.
The text does not describe the similarity between the first two years of the PhD program and a master's program, therefore I cannot answer this query.
The text does not specify the MOS-Q achieved by the MQTTS quantizer with a code size of 1024, on the VoxCeleb test set, therefore I cannot answer this query.
The Buggy Showcase will happen in Wiegand Gym, 1st Floor, CUC this year.
Sure, here is the answer to the query:  84% of the families investigated in "SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior" were white.
Sure, here is the answer to the query:  The text does not describe the loss functions proposed in the Fairness Continual Learning approach, therefore I cannot answer the query.
The paper that proposed a new task, OUTDOOR, is titled "Reasoning about the Unseen for Efficient Outdoor Object Navigation."
Sure, here is the answer to the query:  Pentathlon benchmark focuses on the inference stage of a model's lifecycle. It primarily evaluates the model's performance during inference, which accounts for a majority of the compute in a model's lifecycle.
Sure, here is the answer to the query:  The Tartans Got Talent show is scheduled to take place at the Spring Carnival on **8:30 PM-10:00 PM ET**.
Sure, here is the answer to the query:  The first author of the paper "BASS: Block-wise Adaptation for Speech Summarization" is Roshan Sharma.  **Reference:**  "BASS: Block-wise Adaptation for Speech Summarization" by Roshan Sharma, Kenneth Zheng, Siddhant Arora, Shinji Watanabe, Rita Singh, and B. Raj.
Sure, here is the answer to the query:  The method introduced in "Semantic Pyramid AutoEncoder for Multimodal Generation" is called SPAE (Semantic Pyramid AutoEncoder).
The text does not describe any information about the MSAII program, therefore I cannot answer this query.
The text does not provide information about the 5-letter abbreviation for the MS in artificial intelligence and innovation degree, therefore I cannot answer this query.
The text does not describe the process of exchanging pushers during the race, therefore I cannot answer this query.
The text does not mention POMDP, therefore I cannot answer this query. Therefore, I have to answer 'None'.
Sure, here is the answer to the query:  The text does not mention any LTI prof co-authored the paper titled "Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning", therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not provide information about the time of "Issues of Practice" course start in Spring 2024, therefore I cannot answer this query.
The text does not mention the protected attributes that CMU does not use in deciding the admission of PhD students, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not mention any individuals from LTI working on the paper "Don't Take This Out of Context!: On the Need for Contextual Models and Evaluations for Stylistic Rewriting", therefore I cannot answer this query.
The text does not provide information about Democracy Day or any classes scheduled in fall 2023, therefore I cannot answer this query.
The text does not explain why kNN-LM performs better than standard LMs, therefore I cannot answer this query.
The text does not provide information about the start date of the fall 2023 semester or Mini-1 classes, therefore I cannot answer this query.
The text does not provide information about the MLT application period for Fall 2024 admissions, therefore I cannot answer this query.
SAMA showcases up to 1.7/4.8 × increase in throughput on single-GPU setups compared to other baseline meta learning algorithms.
Sure, here is the answer to the query:  The text does not mention the instructors for the data science seminar, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The BigCode project is an open-scientific collaboration working on the responsible development of Large Language Models for Code (Code LLMs). The project introduces StarCoder and StarCoderBase, two 15.5B parameter models with 8K context length, infilling capabilities and fast large-batch inference enabled by multi-query attention.
Sure, here is the answer to the query:  The text states that IPA was published at the Conference on Empirical Methods in Natural Language Processing.
Sure, here is the answer to the query:  The paper "Somatosensory and motor representations following bilateral transplants of the hands: A 6-year longitudinal case report on the first pediatric bilateral hand transplant patient" was published in the journal "Brain Research."
The text does not mention ethics or morality, therefore I cannot answer the query.
The text does not mention any information about Zhisong Zhang, Emma Strubell, or Eduard Hovy's paper on data constraints and structured prediction, therefore I cannot answer this query.
Sure, here is the answer to the query:  The dataset created for studying the contextual dynamics of offensiveness in the paper "COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements" is called COBRA CORPUS.
The text does not mention Martial Herbert, therefore I cannot answer this query. Therefore, the answer is 'None'.
The text does not provide information about who taught Natural Language Processing last fall, therefore I cannot answer the query.
The Spearman Correlation of CodeBERTScore with human preference is 0.662.  **Context:**  The text describes CodeBERTScore, an evaluation metric for code generation, which has a Spearman Correlation of 0.662 with human preference.
The text does not provide information about CMU's main commencement ceremony in 2024, therefore I cannot answer this query.
The text does not describe flagger placement or signal timing for the right-hand turn from Schenley Drive onto Frew Street, therefore I cannot answer the query.
The text does not mention the authors of the paper Understanding Political Polarisation using Language Models: A dataset and method, not from CMU, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the conference in which "To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing" was published is not included in the text, therefore I cannot answer this query.
Sure, here is the answer to the query:  HomeRobot is an affordable compliant robot that navigates homes and manipulates a wide range of objects in order to complete everyday tasks. It is the problem of picking any object in any unseen environment, and placing it in a commanded location.
The text does not contain any information about course 17422, therefore I cannot answer this query.
Sure, here is the answer to the query:  The analysis in the paper "Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models" includes the analysis of 22 diverse languages.
Sure, here is the answer to the query:  The main goal of event grounding is to link mention references in text corpora to events from a knowledge base (KB).
Sure, here is the answer to the query:  The text does not provide information about Independence Day or the University's policy on classes in summer 2024, therefore I cannot answer the query.
The text does not describe the current director of The Kiltie Band, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention the conference name, therefore I cannot answer the query.
The text does not provide information about the LTI director's phone number, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the course number for the NLP course, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the LTI prof co-authored the paper titled "StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields", therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  Andrew Carnegie's saying, "My heart is in the work," is now CMU's school moto.
Sure, here is the answer to the query:  The text does not specify the LTI professors who wrote "BASS: Block-wise Adaptation for Speech Summarization", therefore I cannot provide an answer to this query.
The text does not describe the benefits of using a hybrid model approach for identifying hedges, therefore I cannot answer this query.
Sure, here is the answer to the query:  The human performance on the proposed benchmark in the paper "WebArena: A Realistic Web Environment for Building Autonomous Agents" is 78.24%.
Sure, here is the answer to the query:  The text states that, if an incomplete grade is given, the work completed up to that date must be of passing quality and the grade of incomplete provides no undue advantage to that student over other students. Therefore, the single letter grade for an incomplete grade is I.
Sure, here is the answer:  The language technologies institute's fax number according to the MCDS handbook is 412-268-6298.
Sure, here is the answer to the query:  The title of Scotch'n'Soda's performance at the Spring Carnival is "The Little Mermaid."
The text does not provide information about the deadline for Mini-5 pass/no pass and withdrawal in summer 2024, therefore I cannot answer this query.
The text does not mention Summer 2024 course information or information about Mechanical Engineering courses in Summer 2024, therefore I cannot answer the query.
The text does not mention the Institute for Software Research, therefore I cannot answer the query.
Sure, here is the answer to the query:  Teruko Mitamura's Hierarchical Event Grounding is published at AAAI Conference on Artificial Intelligence.
The text does not mention the Pittsburgh Supercomputing Center or its creation, therefore I cannot answer the query.
The text does not mention any event called "Douse-a-Dean," therefore I cannot answer this query.
The text does not contain information about Leading in a Lean and Six Sigma World in Summer 2024, therefore I cannot answer this query.
The text does not provide information about the street address of CMU LTI, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe the units for the MIIS Capstone Project with course number 11927, therefore I cannot answer this query.
The text does not provide information about fraternity wins in 1920, therefore I cannot answer this query.
The text does not mention GPA information for the MSAII program, therefore I cannot answer the query.
Sure, here is the answer to the query:  The 15.5B parameter models introduced by The BigCode community are StarCoderBase and StarCoder.
FLARE stands for Forward-Looking Active Retrieval Augmented Generation.  In the text, FLARE is defined as Forward-Looking Active Retrieval Augmented Generation.
Sure, here is the answer to the query:  StyleRF's solution to the three-way dilemma in 3D style transfer is to perform style transformation within the feature space of a radiance field. This approach resolves the dilemma by making the transformation invariant to the holistic statistics of the sampled 3D points and ensuring multi-view consistency.
The text does not provide information about the location of the Center for Student Diversity and Inclusion Ceremony held on May 11, 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify Fernando Diaz's job title, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe course 15150, therefore I cannot answer the query.
Sure, here is the answer to the query:  On May 10, as part of the Commencement program for 2024, the events listed in the provided text are:  * Diploma Ceremonies (various times) * Senior Leadership Recognition Ceremony (4-5:30 p.m.) * Student procession and seating * Commencement Ceremony (10-11:30 a.m.)
Sure, here is the answer to the query:  The text does not describe the structure attached to a buggy that a person pushes to propel it forward, therefore I cannot answer this query.
**Answer:**  The text does not provide information about the cost of applying to both the MIIS and MSAII programs on the day before the deadline, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the number of papers Alexander Hauptmann has on Semantic Scholar, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query: The text does not specify the date for Mini-3 course drop and withdrawal grade assignment occurrence in spring 2025, therefore I cannot provide an answer to this query.
The text mentions the winnings of alumni and current/former faculty at the Academy Awards, but does not specify the number of awards won. Therefore I cannot answer this query.
Sure, here is the answer to the query:  GlobalBench currently covers 190 languages.  **Context:** "GlobalBench: A Benchmark for Global Progress in Natural Language Processing" is a paper that describes a new benchmark and leaderboard designed to incentivize the global development of equitable language technologies. The text states that GlobalBench currently covers 190 languages.
**Answer:** TASTE uses item identifiers and attributes to better characterize user behaviors. **Reference:**  "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases" (Context information)
The name of the dataset introduced in the Value Kaleidoscope paper by Maarten Sap's group is not included in the provided text, therefore I cannot answer this query.
Sure, here is the answer to the query:  The HomeRobot OVMM benchmarks include two components or environments: (1) challenging simulated tasks, wherein a mobile manipulator robot must find and grasp multiple seen and unseen objects, and (2) a corresponding real-world robotics stack to allow others to reproduce this research and evaluation to produce useful home robot assistants.
The provided text does not mention course 15122 or its instructors, therefore I cannot answer the query.
Sure, here is the answer to the query: The text does not provide information about the deadline for adding, auditing, and tuition adjustment drop for the semester (deadline 1) in fall 2023, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The name of Graham Neubig's lab is NeuLab.
Sure, here is the answer to the query: The text does not provide information about the deadline for Mini-1 Pass/No Pass and withdrawal in fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the country of the Dual-Degree Ph.D. in Language and Information Technologies partnership, therefore I cannot answer this query.
The text states that Carnegie Mellon University is ranked #1 according to the U.S. News & World Report in 2022 for both Artificial Intelligence and Management Information Systems.
The text does not provide information about Mini-5 Faculty Course Evaluations in summer 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  Self-Refine uses the same underlying language model to generate feedback and refine its outputs.
Sure, here is the answer to the query:  In November 2006, the Chair of the Mascot Identity Task Force was Director of Athletics Susan Bassett.
SAMA showcases up to 2.0/3.8 × decrease in memory consumption (single-GPU setup) in large-scale meta learning benchmarks.
The text does not provide information about the performance of a vanilla HuBERT Base model with $3\% of the data, 4 GPUs, and limited trials, therefore I cannot answer this query.
Sure, here is the answer to the query:  The buggy showcase at the spring carnival is on Thursday, April 10, 2024, from noon to 2 p.m. in Weigand Gymnasium in the Cohon University Center.
The text does not provide information about the deadline for adding, auditing, and tuition adjustment drop for Mini-6 in summer 2024, therefore I cannot answer the query.
The provided text does not specify the date of the Semester & Mini-2 Faculty Course Evaluations closure in fall 2023, therefore I cannot answer this query.
**Answer:**  The text does not provide information about class and university operations on Labor Day in fall 2023, therefore I cannot answer this query.
The text does not mention the codes/numbers of the distinct courses titled "Introduction to Computer Systems" that will be offered in the Summer of 2024, therefore I cannot answer the query.
The text does not specify the time of SafeWalk's end, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe Shop Skills 48104 or its sections in Fall 2023, therefore I cannot answer the query.
The text does not describe the elimination of the two-wheeled buggy, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify whether Yonatan is the last author on the paper, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that "Neural Mixed Effects for Nonlinear Personalized Predictions" is published in 2023.  **Answer:** 2023  **Context:**  "Neural Mixed Effects for Nonlinear Personalized Predictions" is a paper published in 2023.
Sure, here is the answer to the query:  The text does not provide information about course 10615, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper "Learning to Ask Questions for Zero-shot Dialogue State Tracking" was published in the conference "NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies".
The text does not describe the dataset and ontology used in the investigation of "An Approach to Ontological Learning from Weak Labels", therefore I cannot answer this query.
The text does not mention Martial Herbert or his office information, therefore I cannot answer the query.
The text does not mention any LTI faculty involved in the SPAE paper, therefore I cannot answer this query.
The text does not mention the deadline for adding, auditing, or tuition adjustment drop for Mini-5 in summer 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The PhD Academic Program Manager for the LTI PhD degree is Stacey Young.
The text does not mention any LTI professor who co-authored the paper titled "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases," therefore I cannot answer this query.
The text does not specify the zero-shot top-100 accuracy achieved by the chain-of-skills model on the dev set of HotpotQA, therefore I cannot answer this query.
Sure, here is the answer to the query:  The survey investigated concerns about PLMs across three topics: environmental impact, equity, and impact on peer reviewing.
Sure, here is the answer to the query:  The text does not mention any other LTI professors than Sang Keun Choe and Hwijeen Ahn, therefore I cannot answer this query.
The text does not mention the previous name of the Language Technology Institute, therefore I cannot answer the query.
The text does not mention course 10735, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not describe Independent Study: Research course number, therefore I cannot answer the query.
The text does not describe any 11-6XX courses not taught by LTI faculty in Spring 2024, therefore I cannot answer this query.
The text does not mention any professor name related to the text, therefore I cannot answer the query.
Sure, here is the answer to the query:  The first doctorate at Carnegie Tech was awarded to Mao Yisheng in 1919. It was in the field of bridge construction.
Sure, here is the answer to the query:  The proposed models achieved a reduction in word error rates (WERs) of 2.9% and 5.0% on Switchboard and CallHome, respectively, compared to the baseline encoder–decoder model.
Sure, here is the answer to the query:  The text does not mention the names of the people from LTI who co-authored the paper COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements, therefore I cannot answer this query.
Sure, here is the answer to the query:  The two NLP tasks that were applied with the NLPositionality framework in the study are social acceptability and hate speech detection.
The text does not provide information about the number of units for 11797, therefore I cannot answer the query.
Sure, here is the answer to the query:  In the paper "KIT’s Multilingual Speech Translation System for IWSLT 2023", the approach used for effective adaptation in the absence of training data from the target domain was kNN-MT (Khandelwal et al., 2021).
Sure, here is the answer to the query:  The title of the paper that proposes a novel re-ranker model abbreviated FiT5 is "Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval".
Sure, here is the answer to the query:  The text does not mention any CMU professors on the "Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation" paper, therefore I cannot answer this query.
The text does not specify the deadline for withdrawing from a semester course with a withdrawal grade assigned in spring 2024, therefore I cannot answer this query.
The text states that all courses offered by the SCS CMU are graded on the 4.3 grading standard.
The text does not provide information about the cost of applying for the MLT program, therefore I cannot answer this query.
Sure, here is the answer to the query:  The proposed method showed improvement in both time-domain and time-frequency domain speech enhancement workflows, as measured by standard evaluation metrics.
The text does not mention "Rethinking Voice-Face Correlation: A Geometry View," therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the city of the Language Technologies Institute at Carnegie Mellon University, therefore I cannot answer this question.
Sure, here is the answer to the query:  The text does not specify the LTI professor's name whose paper introduced the TASTE algorithm, therefore I cannot answer this query.
The text does not describe course 17313 or its instructors, therefore I cannot answer this query.
**Answer:**  The provided text does not contain information about the final application deadline for the PhD program, therefore I cannot provide an answer to this query.
The text does not contain information about course 10716, therefore I cannot answer this query.
Sure, here is the answer to the query:  The TASTE algorithm was introduced in the paper "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases" by Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, and Ge Yu.
The text does not provide information about the introduction of a three-wheeled buggy, therefore I cannot answer this query.
The text does not specify the email address of the director of the MSAII program, therefore I cannot answer this query.
The text does not mention any program with an application date of September 30th, therefore I cannot answer this query.
Sure, here is the answer to the query:  The authors in "Towards Open-Domain Twitter User Profile Inference" collect their public user profiles from WikiData, a structural knowledge base that contains rich encyclopedia information, including information for public figures.
The text does not describe the PhD program in Language and Information Technology, therefore I cannot answer the query.
Sure, here is the answer to the query:  The MultiViz method has four stages: unimodal importance, cross-modal interactions, multimodal representations, and multimodal prediction.
Sure, here is the answer to the query:  The text does not specify the date of the last day of Mini-3 classes in spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not contain information about course 15210, therefore I cannot answer this query.
The text does not describe course 05410, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text states that the paper "Generalized Glossing Guidelines: An Explicit, Human- and Machine-Readable, Item-and-Process Convention for Morphological Annotation" has 4 authors. Therefore, the answer is 4.  **Answer:** 4  **Reference:**  "Generalized Glossing Guidelines: An Explicit, Human- and Machine-Readable, Item-and-Process Convention for Morphological Annotation" (text)
The text does not contain information about course 15112, therefore I cannot answer this query.
The new class of offline policy gradient algorithms introduced in the paper "Improving Language Models with Advantage-based Offline Policy Gradients" is called Advantage-Leftover Lunch RL (A-LoL).
Sure, here is the answer to the query:  GlobalBench currently covers 966 datasets in 190 languages. **Reference:**  "GlobalBench:_A_Benchmark_for_Global_Progress_in_Natural_Language_Processing.txt" (Context information)
Sure, here is the answer to the query:  Carolyn Rose's email address is cprose@cs.cmu.edu, as shown in the text context.
Sure, here is the answer to the query:  GPT-3 text-davinci-003 performed the best in "Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity".
Sure, here is the answer to the query:  The text does not describe the location of the Wiegand Gymnasium, therefore I cannot answer this query.
The text does not specify the cost per program for masters degrees in language technologies if you submit before the early deadline, therefore I cannot answer this query.
**Answer:** The text does not provide information about the deadline for Semester add, audit & tuition adjustment drop (deadline 1) in fall 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper "Pragmatic Inference with a CLIP Listener for Contrastive Captioning" has 3 authors: Jiefu Ou, Benno Krojer, and Daniel Fried.
The provided text does not mention course number 15195, therefore I cannot answer the query.
Sure, here is the answer to the query:  GPT-4 generates ValuePrism's contextualized values.  The text states that "V ALUE PRISM ’s contextualized values are generated by GPT-4".
Sure, here is the answer to the query: The provided text does not specify the deadline for Mini-2 add, audit & tuition adjustment drop (deadline 1) in fall 2024, therefore I cannot answer this query.
The text does not mention Lanni's course in Spring 2023, therefore I cannot answer the query.
The text does not provide information about the Spring 2024 Registration Week, therefore I cannot answer this query.
The text does not specify the instructor for Dissertation Research in spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text provided does not specify Carolyn Penstein Rose's phone number, therefore I cannot answer this query.
The text does not mention the Human-Computer Interaction Institute, therefore I cannot answer the query.
The text does not mention professors on leave, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not mention any LTI faculty member information, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  CodeBERTScore encodes the natural language input preceding the generated code in addition to the generated tokens. This allows it to model the consistency between the generated code and its given natural language context.
Sure, here is the answer to the query:  The Mascot Identity Task Force was formed in November 2006.
Sure, here is the answer to the query:  The text does not specify a URL for the code and data of InPars-light, therefore I cannot provide an answer to this query.
The text does not mention whether a valid CMU ID is needed to use the tennis court, therefore I cannot answer this query.
The text does not describe the city of CMU LTI's location, therefore I cannot answer the query.
The text does not mention the entry of independent organizations other than fraternities into Buggy, therefore I cannot answer this query.
Sure, here is the answer to the query:  Mona Diab's phone number according to the MCDS handbook is 412-268-3669.
Sure, here is the answer to the query:  The department of Computer Science (CSD) was established at CMU in 1965.
Sure, here is the answer to the query:  The text does not provide information about course 10403, therefore I cannot answer the query.
Sure, here is the answer to the query:  According to the OUTDOOR paper, one of the challenges of navigating in outdoor environments compared to indoor environments is the lack of clear spatial delineations.
The text does not mention the book "The Last Lecture", therefore I cannot answer this query.
The text does not mention any faculty member focusing on embodiment, therefore I cannot answer the query.
Sure, here is the answer to the query:  The full name of the workshop where the paper Generalized Glossing Guidelines: An Explicit, Human- and Machine-Readable, Item-and-Process Convention for Morphological Annotation, got published is 20th SIGMORPHON workshop on Computational Research in Phonetics, Phonology, and Morphology.
Sure, here is the answer to the query:  The text states that the first director of the Robotics Institute was Reddy.
The text does not describe the prerequisites for the LT concentration, therefore I cannot answer this query.
The text does not specify the website address for WebArena, therefore I cannot answer this query.
The text does not contain information about course 15112, therefore I cannot answer the query.
The text does not mention Mini-5 Final Exams or their timing in summer 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  According to the OUTDOOR paper, robots should exist anywhere humans do, including indoors, outdoors, and unmapped environments.
The text states that all of the Chemical Engineering classes start with the number "0".
Sure, here is the answer to the query: The provided text does not specify the deadline for Mini-1 add, audit & tuition adjustment drop (deadline 1) in fall 2024, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The first authors of the paper NLPositionality: Characterizing Design Biases of Datasets and Models, are from the University of Washington and Carnegie Mellon University.
Sure, here is the answer to the query:  The text does not describe the number of authors of the paper "Learning to Ask Questions for Zero-shot Dialogue State Tracking," therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that MCDS students must complete a total of 144 units of study to graduate.
Sure, here is the answer to the query:  The President’s Reception in honor of CMU’s Doctoral Candidates will be held in Gesling Stadium, CMU’s campus, at 10:00 AM on May 12th.
Sure, here is the answer to the query:  The text does not mention Emmy Awards won by alumni and current/former faculty, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The MCDS program offers three concentrations: Analytics, Systems, and Human-Centered Data Science.
Sure, here is the answer to the query:  The text states that "By fine-tuning a pre-trained model on only 10 de-biased (intervened) training examples, the tendency to favor any gender is significantly reduced." Therefore, the answer to this query is 10.
Sure, here is the answer to the query:  The full name of the conference where the paper NLPositionality: Characterizing Design Biases of Datasets and Models, got published is Annual Meeting of the Association for Computational Linguistics.
The text does not contain information about Joan Axelson's office number, therefore I cannot answer this query.
The text does not mention credentials required to print from an LTI printer, therefore I cannot answer this query.
The text does not mention any faculty members involved in the framework tax paper, therefore I cannot answer the query.
Sure, here is the answer to the query:  The metric used to evaluate the performance of the models on the Squad test set in the paper PROMPT2MODEL: Generating Deployable Models from Natural Language Instructions is EM.
Sure, here is the answer to the query:  **Answer:** Conference on Empirical Methods in Natural Language Processing  **Reference:**  "DIFFERENCE -MASKING : Choosing What to Mask in Continued Pretraining" by Alex Wilf, Syeda Nahida Akter, Leena Mathur, P. Liang, Sheryl Mathew, Mengrou Shou, Eric Nyberg, Louis-Philippe Morency.
Sure, here is the answer to the query:  The name of the proposed recommendation model in the paper "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases" is TASTE (Text m Atching based Sequen Tial rEcommenda-tion model).
The text does not contain information about course 17416, therefore I cannot answer the query.
Sure, here is the answer to the query:  Yes. The MCDS degree requires a capstone project. The capstone project consists of students working in a team or individually on a project.
The text does not specify the number of Turing Award recipients from Carnegie Mellon University, therefore I cannot answer the query.
The text does not specify the deadline for withdrawing from a Mini-5 course in summer 2024, therefore I cannot answer this query.
SenteCon encodes the text as a layer of interpretable categories in which each dimension corresponds to the relevance of a specific category.
Sure, here is the answer to the query:  **Answer:** 2023  **Context:**  The text states that the publication year for "Exploration on HuBERT with Multiple Resolutions" is 2023.
The text does not mention any information about Summer 2024 courses, therefore I cannot answer this query.
The text does not specify the deadline for MLT program applications, therefore I cannot answer this query.
The text does not provide information about classes on Martin Luther King Day in 2025, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the LTI prof who co-authored the paper titled "Self-Refine: Iterative Refinement with Self-Feedback," therefore I cannot answer this query.
Sure, here is the answer to the query:  InPars-light re-ranked only 100 candidate documents compared to 1000 used by Bonifacio et al. (2022).  **Context:**  "Obtaining good results in the unsupervised setting described above required re-ranking only 100 candidate documents compared to 1000 used by Bonifacio et al. (2022)."
Sure, here is the answer to the query:  The room number for the Advanced Natural Language Processing course is TEP 1403.
Sure, here is the answer to the query:  SAMA showcases up to 1.7/4.8 × increase in throughput on multi-GPU setups compared to other baseline meta learning algorithms.
The text does not mention Affara's courses or their locations in Summer 2024, therefore I cannot answer the query.
Sure, here is the answer to the query:  According to the context information, guests should be seated in the stadium by 9:15 AM on May 12 for the student procession.
Sure, here is the answer to the query:  The Kiltie Band began in 1908.
Sure, here is the answer to the query:  In 1967, Carnegie Institute of Technology merged with the Mellon Institute of Industrial Research to form Carnegie-Mellon University.
Sure, here is the answer to the query:  The four common domains of websites in the WebArena environment are online shopping, discussion forums, collaborative development, and business content management.
Sure, here is the answer to the query:  The text mentions PaLM and GPT-3.5 as the LLMs used for validation of the SPAE method.
Sure, here is the answer to the query:  The KALE vocabulary semantic concepts perform better than existing lexical terms in capturing concepts beyond the existing English vocabulary.
**Answer:** The text does not specify the semester drop deadline or the withdrawal grade assigned after this date, therefore I cannot answer this query.
SHAP stands for Shapley Additive exPlanations. In the text, SHAP is used to refer to the SHapley Additive exPlanation framework, which is a technique for explaining black-box models.
The text does not provide information about the disappearance of "Fish" and "Bathtub", therefore I cannot answer this query.
Sure, here is the answer to the query:  Aligned text models refuse to answer requests that could cause harm.  **Reference:**  "Are aligned neural networks adversarially aligned?" (Context text)
Yonatan Bisk's job title is Assistant Professor. This information is included in the text provided.
The text does not mention who taught human language for AI in the fall of 2023, therefore I cannot answer the query.
Sure, here is the answer to the query:  CSurF addresses sparse lexicon-based retrieval by introducing lexical form expansion and contextual semantics grounding. Lexical form expansion allows CSurF to generate additional matching signals from expanded lexical forms, improving recall performance. Contextual semantics grounding enables CSurF to leverage the semantic relationships between terms and documents, further enhancing retrieval effectiveness.
Sure, here is the answer to the query:  SPAE converts images into a token pyramid of 6 layers where each layer has 2k×2k tokens.
The text does not describe the number of target languages included in the speech translation dataset covered in the IWSLT 2023 paper titled "Evaluating Multilingual Speech Translation Under Realistic Conditions with Resegmentation and Terminology", therefore I cannot answer this query.
Sure, here is the answer to the query:  GlobalBench currently covers 1,128 system submissions. (file_path: /workspace/nlp-from-scratch-assignment-spring2024/data/faculty_papers/GlobalBench:_A_Ben chmark_for_Global_Progress_in_Natural_Language_Processing.txt)
The text does not mention the Center for Machine Translation at CMU, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not describe the success rate of the best- performing GPT-3.5 model in the paper "WebArena: A Realistic Web Environment for Building Autonomous Agents", therefore I cannot answer this query.
The text does not provide information about the conference where "The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features" was published, therefore I cannot answer this query.
The text does not mention any code URL information for the case studies presented in the framework tax paper, therefore I cannot answer the query.
Sure, here is the answer to the query:  The name of the proposed metric for preference-based evaluation in Prof. Fernando Diaz's paper on best-case retrieval evaluation is Δ:𝑆𝑛×𝑆𝑛→ℜ.
Sure, here is the answer to the query:  The text states that "End-to-End Speech Recognition: A Survey" was published in the IEEE/ACM Transactions on Audio Speech and Language Processing.
The text does not mention course 17437, therefore I cannot answer the query.
The text does not mention the number of the CFA Interdisciplinary classes, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not mention the names of people from CMU who contributed to the paper "Riveter: Measuring Power and Social Dynamics Between Entities", therefore I cannot answer this query.
Sure, here is the answer to the query:  MOSAIC's versatility is demonstrated in two task families: object categorization and object-fetching tasks.
The text does not provide information about the Office Manager for LTI listed in the LTI handbook, therefore I cannot answer this query.
The text does not contain information about course 17445-A, therefore I cannot answer this query.
Sure, here is the answer to the query:  SYNTACC stands for Synthesizing speech with accents.
Sure, here is the answer to the query:  The text does not provide information about course 15210, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not define the term "FACTORCL", therefore I cannot answer the query.
The text does not mention the title of 11737, therefore I cannot answer this query.
The text does not mention Mid-Semester or Mini-1 grades or their due dates, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper that proposed style radiance fields is "StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields" by Kunhao Liu, Fangneng Zhan, Yiwen Chen, Jiahui Zhang, Yingchen Yu, Abdulmotaleb El Saddik, Shijian Lu, and E. Xing.
Sure, here is the answer to the query:  The text does not mention any professor's name other than the ones already listed in the text, therefore I cannot answer this query.
Sure, here is the answer to the query:  Duolingo, invented by Professor Luis von Ahn, was named Apple’s 2013 app of the year.
The text does not provide information about the semester drop deadline for Fall 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  All of the Biological Sciences classes in the context information start with the number 0.
Sure, here is the answer to the query:  The text does not specify the accuracy of the count-based model on the evaluation suite for analogies, therefore I cannot answer this query.
The text does not provide information about the PhD program director for LTI's phone number, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe any classes on April 11th, 2024, therefore I cannot answer this query.
The MLT program is similar to the first two years of the PhD program.  "The MLT program is a 24-month program, consisting of courses, directed research, and an optional Masters’ Thesis. The MLT program is similar to the first two years of the PhD program."
The text does not describe unit 02402, therefore I cannot answer the query.
The provided text does not mention the PaintSeg painting process or its steps, therefore I cannot answer this query.
The text does not mention CMU 03128, therefore I cannot answer the query.
The text does not provide information about the Employment Processes Manager for LTI, therefore I cannot answer this query.
The text does not contain any information about course 17413, therefore I cannot answer the query.
The text does not mention any LTI prof co-authored the paper, therefore I cannot answer the query.
Sure, here is the answer to the query:  The theme for the booths at Spring Carnival this year is "Arcade: Let the Games Begin."
The text does not describe any preprocessing methods experimented with for audio data in the paper "Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms", therefore I cannot answer this query.
The text does not specify the instructors for the data science capstone (11632), therefore I cannot answer this query.
Sure, here is the answer to the query:  StarCoder is fine-tuned on 35B Python tokens (roughly 2 epochs).
The text does not mention any Summer 2024 courses therefore I cannot answer this query.
Sure, here is the answer to the query:  The proposed models achieved a reduction in word error rates (WERs) of 2.9% and 5.0% on CallHome.
Sure, here is the answer to the query:  The text does not provide information about the annual MOBOT race, therefore I cannot answer this query.
The text does not provide information about the Fall 2024 course registration start date for masters students, therefore I cannot answer this query.
The tldr of the paper "Multimodal Fusion Interactions: A Study of Human and Automatic Quantification" is as follows:  The paper studies the problem of quantifying multimodal fusion interactions, which involves understanding how each modality individually provides information useful for a task and how this information changes in the presence of other modalities. The paper proposes three categorizations of multimodal interactions: partial labels, counterfactual labels, and information decomposition. The paper finds that information decomposition is a reliable alternative to conventional methods for studying multimodal interactions, especially for objective tasks. However, counterfactual labels may be more appropriate for subjective tasks. The paper also proposes a method to automatically convert annotations of partial and counterfactual labels to information decomposition, which can be used to estimate interaction values accurately and efficiently.
The text does not specify the university of the first author of the paper "Rethinking Voice-Face Correlation: A Geometry View," therefore I cannot answer this query.
Sure, here is the answer to the query:  Fringe vehicles often start with the letter "B." **Context:**  The text describes the Fringe team and their participation in the Buggy Races at Carnegie Mellon University. The text mentions that Fringe vehicles often start with the letter "B."
Sure, here is the answer to the query:  The paper "The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation" was published in the conference "Findings of the 2022 Conference on Machine Translation (WMT22)".
The text does not contain information about course 17604-C, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the best GPT-4-based agent achieves an end-to-end task success rate of 14.41%, significantly lower than the human performance of 78.24%.
The text does not contain any information about democracy day in 2024, therefore I cannot answer this query.
The provided text does not contain any information about Fall Break dates in 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not provide information about course 05431, therefore I cannot answer this query.
The text does not mention David Garlan, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the conference name where the paper was published, therefore I cannot answer this query.
The text does not mention any LTI prof information related to the paper titled "Identification of Nonlinear Latent Hierarchical Models", therefore I cannot answer this query.
The text does not mention course number for Generative AI in spring 2024, therefore I cannot answer the query.
According to the text, a dogwhistle is a coded message communicated through words or phrases commonly understood by a particular group of people, but not by others. (Merriam-WebsterA dogwhistle is a coded message communicated through words or phrases commonly understood by a particular group of people, but not by others).
Sure, here is the answer to the query:  The text does not specify the subtasks for the DSTC11 automatic evaluation track, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the first dean of the School of Computer Science was Perlis.
The text does not mention the launch date of Andrew Carnegie's project, therefore I cannot answer this query.
The text does not mention 11737 or its location in Fall 2023, therefore I cannot answer this query.
The text does not provide information about the grades due for the Fall 2024 semester, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe PaintSeg or its prompts, therefore I cannot answer this query.
The provided text does not specify the final deadline for withdrawing from a Mini-4 course in spring 2024, therefore I cannot answer this query.
The text does not provide information about course 17514, therefore I cannot answer the query.
The text does not contain any email address information for the SantaCoder paper authors, therefore I cannot answer this query.
The text does not describe the number of authors who contributed to the work "Understanding Political Polarisation using Language Models: A dataset and method," therefore I cannot answer the query.
The text does not mention CAPTCHAs or their paper title, therefore I cannot answer the query.
The provided text does not contain information about course number 10301, therefore I cannot answer the query.
The text does not provide information about the Fall 2024 course registration start date for doctoral students, therefore I cannot answer the query.
The text does not specify the title of course 10601, therefore I cannot answer the query.
Sure, here is the answer to the query:  The AV-SUPERB benchmark evaluates 5 recent self-supervised models.
Sure, here is the answer to the query:  The text does not specify the current semester, therefore I cannot answer this question.
Sure, here is the answer to the query:  The mailboxes and office supplies are located in GHC 5404.
The text does not mention any LTI facultly involved in the FLARE paper, therefore I cannot answer this query.
Sure, here is the answer to the query:  The name of the proposed cross-modal fine-tuning framework in Graham's ICML 2023 work is not included in the provided text, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the year of the course, therefore I cannot answer the query.
Sure, here is the answer to the query:  The full name of the conference where the paper Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models, got published is "Conference on Empirical Methods in Natural Language Processing."  **Reference:**  "Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models" (2023) by Orevaoghene Ahia, Sachin Kumar, Hila Gonen, Jungo Kasai, David R. Mortensen, Noah A. Smith, and Yulia Tsvetkov. Conference on Empirical Methods in Natural Language Processing.
The text does not specify the deadline for withdrawing from a semester course in summer 2024, therefore I cannot answer this query.
No. The text does not mention GRE requirements for the masters in language technologies application, therefore I cannot answer this query.
The text does not provide information about the last day of Mini-1 classes in fall 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention any other LTI professors than Kong and Ma, therefore I cannot answer the query.
The text does not describe a forward-backward algorithm, therefore I cannot answer the query.
Sure, here is the answer to the query:  ML-SUPERB considers two tracks with four different tasks: the monolingual track (monolingual ASR) and the multilingual track (multilingual ASR, LID, joint multilingual ASR/LID).
Sure, here is the answer to the query:  The text does not describe any other evaluation metrics than MRR@10, Recall@10, NDCG@10, Recall@10, and NDCG@10. Therefore I cannot answer the query.
The text does not mention the leadership of the School of Computer Science in 1986, therefore I cannot answer this query.
The text does not specify the Gates Hillman Complex at Carnegie Mellon University's 5 digit zip code, therefore I cannot answer this query.
The text does not provide information about the discontinuation of Campus Week or the replacement with Spring Carnival, therefore I cannot answer the query.
Sure, here is the answer to the query:  The official mascot of Carnegie Mellon University is Scottie Dog, a Scottish terrier.
The text does not provide information about the success rate of the baseline in the real-world component of HomeRobot OVMM benchmark, therefore I cannot answer this query.
The text does not specify the deadline for dropping a Mini-1 course with a withdrawal grade assigned in fall 2023, therefore I cannot answer this query.
The text does not describe course 17634 therefore I cannot answer the query.
The text does not mention Monica Harrison or the Carnegie Mellon Hall of Fame Selection Committee, therefore I cannot answer the query.
Sure, here is the answer to the query:  The four categories of low-level acoustic descriptors used in the TAP loss are: frequency-related parameters, energy or amplitude-related parameters, spectral balance parameters, and temporal features.
**Answer:** True  The text states that "The world’s first university robotics department,   founded in 1979" and CMU is mentioned as the university. Therefore, the answer is True.
Sure, here is the answer to the query:  Using random walks to estimate entity centrality on conversation entity graphs improves top precision answer passage ranking over competitive transformer-based baselines. This is because the most likely interpretations of the current question will be closely connected to entities in candidate answers.
Sure, here is the answer to the query:  The text states that "Anubha Kabra1∗, Emmy Liu1∗, Simran Khanuja1∗, Alham Fikri Aji2, Genta Indra Winata3, Samuel Cahyawijaya4, Anuoluwapo Aremu5, Perez Ogayo1, Graham Neubig1" co-authored the paper "Multi-lingual and Multi-cultural Figurative Language Understanding." So the answer is 9.
The text does not contain information about the deadline for Mini-1 voucher election in fall 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The paper "An Approach to Ontological Learning from Weak Labels" was published in the conference "WWW ’21: The Web Conference 2021".
The text does not contain any information about Carolyn Penstein Rose's fax number, therefore I cannot answer the query.
Sure, here is the answer to the query:  According to the authors of the FLARE paper, one limitation of existing retrieval augmented LMs is that their queries generated through retrieval instructions might not be reliable.
Sure, here is the answer to the query:  MOSAIC stands for Multi-modal Object property learning with Self-Attention and Integrated Comprehension.
The text does not mention Martial Herbert, therefore I cannot answer this query. Therefore, the answer is "None".
Sure, here is the answer to the query:  FLARE method from Jiang et al., was evaluated on four knowledge-intensive tasks: factoid question answering (QA), long-form QA, open-domain summarization, and reasoning.
The code of OpenMatch can be found at the following GitHub repository: **github.com/OpenMatch/OpenMatch**
Sure, here is the answer to the query:  The text does not contain information about course 15150, therefore I cannot answer this query.
Sure, here is the answer to the query:  The mapping network in the proposed model "Generating Images with Multimodal Language Models" translates hidden representations of text into the embedding space of the visual models, enabling them to leverage the strong text representations of the LLM for visual outputs.
Sure, here is the answer to the query:  The drivers control the vehicles via steering and braking systems in a buggy.
The text does not mention FiT5 or its performance, therefore I cannot answer the query.
Sure, here is the answer to the query:  No, there are no auditions to join The Kiltie Band. Any member of the campus community with music experience is able to join the Kiltie Band.
The text does not describe the current Associate Director of Athletics, Recreational Programs, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The text states that modeling the conversation with entity graphs can be used to improve the understanding of the current question. As illustrated in Figure 1, such an entity graph covers the entities mentioned in the current question and retrieved answers.
Sure, here is the answer to the query:  The first author of the paper Cross-Modal Fine-Tuning: Align then Refine is Junhong Shen.  **Reference:**  "Cross-Modal Fine-Tuning: Align then Refine" by Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, M. Khodak, Graham Neubig, and Ameet Talwalkar.
The provided text does not specify the dates for the May Mini-5 and Semester classes in summer 2024, therefore I cannot answer the query.
The text does not describe the MOS-Q achieved by the HF-GAN on the VoxCeleb test set, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe a special PhD program between LTI and a particular country, therefore I cannot answer this question.
Sure, here is the answer to the query:  The text states that "the shared tasks attracted a total of 38 submissions by 31 teams."  Therefore, the answer to the query is 31.
Sure, here is the answer to the query:  The DAE achieved by the CRL-COM (D) system from the paper Improving Factuality of Abstractive Summarization via Contrastive Reward Learning, on the XSUM dataset, is not included in the provided text, therefore I cannot answer this query.
The text does not describe any fraternity entering a keg of beer mounted on four wheels in 1960 buggy, therefore I cannot answer this query.
The text does not provide information about the buggy course being laid out in lanes for the first time, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not mention Juneteenth or its observance in summer 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The DialDoc 2023 shared task extends the task of document- grounded dialogue to include multiple languages with limited annotated data. The shared tasks include offline SLT, simultaneous SLT, automatic subtitling, and multilingual SLT.
Sure, here is the answer to the query:  The text does not mention the LTI professor associated with "KIT’s Multilingual Speech Translation System for IWSLT 2023," therefore I cannot provide an answer to this query.
Sure, here is the answer:  The 3-letter metric that was reduced from 80% to 26.4% in "CONVOIFILTER: A CASE STUDY OF DOING COCKTAIL PARTY SPEECH RECOGNITION" is the word error rate (WER).
The text does not provide information about the PhD Program Director for the LTI PhD degree, therefore I cannot answer this query.
The text does not specify the title of LTI's text mining course, therefore I cannot answer this query.
The text does not describe a procedure for finishing and starting a push sequence with the same buggy, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text states that the rehearsals for The Kiltie Band take place in the CUC Studio Theater.
Sure, here is the answer to the query:  The proposed model in "Generating Images with Multimodal Language Models" exhibits a wide range of multimodal capabilities: image retrieval, novel image generation, and multimodal dialogue. These capabilities enable the model to process image and text inputs and produce image and text outputs.
Sure, here is the answer to the query:  The MOSAIC framework was evaluated on two task families: object categorization and object-fetching tasks.
The text does not provide information about Scotty's official acceptance as CMU's first mascot, therefore I cannot answer this query.
KALE uses a k-sparse projector to convert dense representations into a sparse set. According to the text, "KALE is a new lightweight method that uses a small model with a k-sparse projector to convert dense representations into a sparse set of entries from a latent vocabulary."
The text does not specify the associate dean for masters programs in the MSAII handbook, therefore I cannot answer this query.
The text does not describe the last day of classes for Mini-2, Semester, or Mini-2, therefore I cannot answer the query.
Sure, here is the answer to the query:  The LTI classes start with the number 11-.  "An "LTI course" is any 12-unit course with a number of 11-XXX; a 6-unit course with 11-XXX counts as one-half of an LTI course."
Sure, here is the answer to the query:  The text does not specify the last author on WebArena, therefore I cannot answer this query.
The provided text does not specify the date of Mini-4 faculty course evaluations in spring 2024, therefore I cannot answer this query.
The text does not describe the evaluation metrics reported for translation in the paper "Evaluating Multilingual Speech Translation Under Realistic Conditions with Resegmentation and Terminology", therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention any professor from LTI working on the paper Advancing Regular Language Reasoning in Linear Recurrent Neural Networks, therefore I cannot answer this query.
The text does not provide information about the credits for Linguistics Lab, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the method of buggy movement at the beginning of the race, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  The two names of the tracks you can take in your plan of study in the MCDS degree are the Standard MIIS degree (MIIS-16) and the MIIS: Advanced Study degree (MIIS-21).
Sure, here is the answer to the query:  The title of the ethics course offered at LTI is "Medical Ethics."  **Context:**  The text provided describes various courses offered at LTI, including an ethics course titled "Medical Ethics."
ESPnet-ST-v2 is a revamp of the open-source ESPnet-ST toolkit that supports speech-to-text (ST), simultaneous speech-to-text (SST), and speech-to-speech (S2ST) translation tasks. It offers state- of-the-art architectures such as transducers, hybrid CTC/attention, multi-decoders with searchable intermediates, time-synchronous blockwise CTC/attention, Translatotron models, and direct discrete unit models.
The text does not specify the target duration of the LTI PhD program in years, therefore I cannot answer this query.
The text does not mention BXA Intercollege Degree Programs or BXA Studio courses, therefore I cannot answer the query.
SenteCon improves text characterization with respect to both human evaluation and downstream prediction. It outperforms existing interpretable language representations with respect to both its downstream performance and its agreement with human characterizations of the text.
Sure, here is the answer to the query:  According to the text, the most under-served languages currently identified by GlobalBench are those with a relatively high population but low coverage in existing multilingual datasets. These languages include Punjabi, Portuguese, and Wu Chinese.
Sure, here is the answer to the query:  The text states that the paper was published at the "Conference of the European Chapter of the Association for Computational Linguistics."  Therefore, the answer is:  **Conference of the European Chapter of the Association for Computational Linguistics**
Sure, here is the answer to the query:  The text does not provide information about unit 02613, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not mention 11667 or its instructors, therefore I cannot answer this query.
The text does not mention any faculty involvement in the WebArena paper, therefore I cannot answer the query.
The text does not contain information about course 17645-F, therefore I cannot answer the query.
The text does not mention any tenure-track associate professors in LTI, therefore I cannot answer this query.
Sure, here is the answer to the query:  The HomeRobot has two components: a simulation component and a real-world component.
The text does not provide information about course 05360, therefore I cannot answer the query.
The answer is "Watson."  "Watson" is the name of the IBM computer that defeated human champions on the "Jeopardy!" game show in 2011.
Sure, here is the answer to the query:  The semantic notion used as a case study in "Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity" is agentivity.
Sure, here is the answer to the query:  The text does not provide information about the course numbers of the courses offered in Fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  10-601 - Introduction to Machine Learning; 05-839 - Interactive Data Science; 15-619 - Cloud Computing; 11-631 - Data Science Seminar
Sure, here is the answer to the query:  The number that all of the Computational Biology classes start with is 02:00PM.
The text does not provide information about the cost of masters degrees in language technologies if submitted after the early deadline, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not provide information about unit 02601 or its schedule, therefore I cannot answer this query.
The answer is WavLabLM.  The text states that "WavLabLM" is the name of the method that extends WavLM's joint prediction and denoising to 40k hours of data across 136 languages.
Sure, here is the answer to the query:  The text states that the paper "Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model" was published in 2023.
The text does not mention any instructors who co-taught "On-Device Machine Learning" last fall, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify which class Shinji Watanabe taught in Fall 2024, therefore I cannot answer this query.
The text does not describe course 17537, therefore I cannot answer the query.
The text does not mention whether guests are allowed to play on the tennis court, therefore I cannot answer this query.
The text does not contain information about course 15050, therefore I cannot answer this query.
The text does not provide information about the first Interfraternity Sweepstakes Race, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the paper "COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements" was written by Xuhui Zhou, Haojie Zhu, Akhila Yerukola, Thomas Davidson, Jena D. Hwang, Swabha Swayamdipta, and Maarten Sap. Therefore, the answer to the query is 7.
Sure, here is the answer to the query:  In the CSurF paper, the evaluation metrics reported for MSMARCO include MRR@10, Recall@1000, NDCG@10, and Recall@1000.
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification was published in the International Conference on Multimodal Interaction (ICMI) in 2023.
Sure, here is the answer to the query:  The text states that the version of ChatGPT used to extract facts in the FacTool paper is not specified in the provided text, therefore I cannot answer this query.
The text does not mention FACTORCL, therefore I cannot answer the query. Therefore, the answer is 'None'.
Sure, here is the answer to the query:  The text does not specify the average performance improvement of Prompt2Model over gpt-3.5-turbo LLM, therefore I cannot answer this question.
Sure, here is the answer to the query:  The text does not describe the aerodynamic characteristics of a buggy, therefore I cannot answer this query.
Sure, here is the answer to the query:  The monoT5-3B ranker was 100x larger than the MiniLM ranker used in the InPars-Light study.
Sure, here is the answer to the query:  According to the text, the benefits of using IPA over fine- tuning include its efficiency in tailoring a language model without fine-tuning it, its ability to achieve comparable performance with a smaller model, and its cost-effectiveness.
Sure, here is the answer to the query:  StarCoderBase is trained on 1 trillion tokens sourced from The Stack (Kocetkov et al., 2022).
The text does not contain any information about men's basketball or their head coach, therefore I cannot answer this query.
The text does not specify the deadline for adding or dropping a Mini-3 course with tuition adjustment in spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that "the shared tasks attracted a total of 38 submissions by 31 teams." Therefore, the answer to the query is 38.
The text does not provide information about the Spring 2025 course registration start date for sophomores, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the conference where "Exploration on HuBERT with Multiple Resolutions" was published, therefore I cannot provide an answer to this query.
The text does not provide information about the credits Human Language for AI is worth, therefore I cannot answer this query.
The text does not mention the LTI director, therefore I cannot answer the query.
The text does not provide information about the change in buggy rules to include a permanent driver and four pushers along the course, therefore I cannot answer this query.
Sure, here is the answer to the query:  In "Pengi: An Audio Language Model for Audio Tasks," the model is evaluated on a total of 11 downstream tasks.
The text does not mention Mini-5 vouchers or their deadline, therefore I cannot answer this query.
The initiative introduced to track and incentivize the global development of equitable language technology is GlobalBench.
The text does not mention David A. Tepper School of Business's original name, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the units of course 10605, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text describes a buggy course with five hills. A driver propels a buggy via a pushbar along one of the five hills.
**Answer:** False  The text does not provide information about Andy Warhol's graduation from CMU, therefore I cannot answer this query.
Sure, here is the answer to the query:  ESPnet-ST-v2 supports three tasks: offline speech-to-text (ST), simultaneous speech-to-text (SST), and offline speech-to-speech (S2ST).
Sure, here is the answer to the query:  In the Paaploss paper, the neural network estimator developed in the study predicts the time-series values of acoustic parameters across an utterance.
The text does not mention Kappa Kappa Gamma or any other information about their presence in the text, therefore I cannot answer this query.
The text does not contain information about course 05318, therefore I cannot answer the query.
The text does not provide information about Spring Carnival 2025, therefore I cannot answer this query.
Sure, here is the answer to the query:  The dataset released by "Multi-lingual and Multi-cultural Figurative Language Understanding" includes Hindi, Indonesian, Javanese, Kannada, Sundanese, Swahili, and Yoruba.
The text does not mention the faculty involved in the CSurF paper, therefore I cannot answer this query.
The text does not mention course 05380, therefore I cannot answer the query.
Sure, here is the answer to the query:  According to the paper "Extracting Training Data from Diffusion Models," diffusion models have vulnerabilities related to training data extraction attacks. These attacks allow an adversary to infer whether an image is in the training set. The paper identifies two main types of memorization vulnerabilities: (k;`;d)-Eidetic memorization and (`;d)-Diffusion Extraction. The former involves extracting images that are similar to the training images, while the latter involves extracting images that are similar to the training images and have similar features to the original images.
Sure, here is the answer to the query:  The text does not specify the instructors for the Introduction to Deep Learning course in fall, therefore I cannot answer the query.
Sure, here is the answer to the query:  The title of course 17356 is "Writing about Literature, Art and Culture".  **Context:**  file_path: /workspace/nlp-from-scratch-assignment- spring2024/data/Courses/Spring.txt  Title: Introduction to Ordinary Differential Equations, Units: 10.0, Lec/Sec: Lec, Days: MWF, Begin: 09:00AM, End: 09:50AM, Bldg/Room: BH 235A, Location: Pittsburgh, Pennsylvania, Instructor: Tikhomirov Course Architecture: 21266, Title: Vector Calculus for Computer Scientists, Units: 10.0, Lec/Sec: Lec 1, Days: MWF, Begin: 09:00AM, End: 09:50AM, Bldg/Room: MM A14, Location: Pittsburgh, Pennsylvania, Instructor: Newstead Course Architecture: 21268, Title: Multidimensional Calculus, Units: 11.0, Lec/Sec: Lec, Days: MWF, Begin: 11:00AM, End: 11:50AM, Bldg/Room: MM A14, Location: Pittsburgh, Pennsylvania, Instructor: Novack Course Architecture: 21269, Title: Vector Analysis, Units: 12.0, Lec/Sec: Lec, Days: MWF, Begin: 11:00AM, End: 11:50AM, Bldg/Room: GHC 4215, Location: Pittsburgh, Pennsylvania, Instructor: Leoni Course Architecture: 21270, Title: Introduction to Mathematical Finance, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 02:00PM, End: 02:50PM, Bldg/Room: DH 2315, Location: Pittsburgh, Pennsylvania, Instructor: Handron Course Architecture: 21292, Title: Operations Research I, Units: 9.0, Lec/Sec: Lec, Days: MWF, Begin: 10:00AM, End: 10:50AM, Bldg/Room: POS 151, Location: Pittsburgh, Pennsylvania, Instructor: Offner Course Architecture: 21301, Title: Combinatorics, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 02:00PM, End: 02:50PM, Bldg/Room: PH A18A, Location: Pittsburgh, Pennsylvania, Instructor: Cummings Course Architecture: 21325, Title: Probability, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 10:00AM, End: 10:50AM, Bldg/Room: GHC 4102, Location: Pittsburgh, Pennsylvania, Instructor: Pisztora Course Architecture: 21329, Title: Set Theory, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 03:00PM, End: 03:50PM, Bldg/Room: WEH 8220, Location: Pittsburgh, Pennsylvania, Instructor: Schimmerling Course Architecture: 21341, Title: Linear Algebra, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 01:00PM, End: 01:50PM, Bldg/Room: PH A18A, Location: Pittsburgh, Pennsylvania, Instructor: Cummings Course Architecture: 21355, Title: Principles of Real Analysis I, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 09:00AM, End: 09:50AM, Bldg/Room: WEH 7218, Location: Pittsburgh, Pennsylvania, Instructor: Wang Course Architecture: 21356, Title: Principles of Real Analysis II, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 03:00PM, End: 03:50PM, Bldg/Room: WEH 7218, Location: Pittsburgh, Pennsylvania, Instructor: Resende Course Architecture: 21360, Title: Differential Geometry of Curves and Surfaces, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 10:00AM, End: 10:50AM, Bldg/Room: BH 235A, Location: Pittsburgh, Pennsylvania, Instructor: Massot Course Architecture: 21366, Title: Topics in Applied Mathematics, Units: 9.0, Lec/Sec: A, Days: MWF, Begin: 01:00PM, End: 01:50PM, Bldg/Room: WEH 7218, Location: Pittsburgh, Pennsylvania, Instructor: Sioshansi Course Architecture: 19682, Title: The Strategy and Management of Technological Innovation, Units: 12.0, Lec/Sec: A, Days: TR, Begin: 07:00PM, End: 08:20PM, Bldg/Room: POS 153, Location: Pittsburgh, Pennsylvania, Instructor: Brence Course Architecture: 19689, Title: Finance for Innovation Management, Units: 6.0, Lec/Sec: A3, Days: F, Begin: 09:00AM, End: 11:50AM, Bldg/Room: DH 1211, Location: Pittsburgh, Pennsylvania, Instructor: Wasson Course Architecture: 19702, Title: Quantitative Methods for Policy Analysis, Units: 12.0, Lec/Sec: A, Days: MW, Begin: 11:00AM, End: 12:20PM, Bldg/Room: BH 255A, Location: Pittsburgh, Pennsylvania, Instructor: Christin Course Architecture: 19703, Title: Applied Data Analysis 1, Units: 6.0, Lec/Sec: A3, Days: MW, Begin: 03:30PM, End: 04:50PM, Bldg/Room: WEH 5320, Location: Pittsburgh, Pennsylvania, Instructor: Whitefoot Course Architecture: 19704, Title: Applied Data Analysis 2, Units: 6.0, Lec/Sec: A4, Days: MW, Begin: 03:30PM, End: 04:50PM, Bldg/Room: WEH 5320, Location: Pittsburgh, Pennsylvania, Instructor: Whitefoot Course Architecture: 19714, Title: Environmental Life Cycle Assessment, Units: 12.0, Lec/Sec: A, Days: MW, Begin: 03:30PM, End: 04:50PM, Bldg/Room: WEH 5421, Location: Pittsburgh, Pennsylvania, Instructor: Ozis Course Architecture: 19728, Title: Special Topics: Market Engineering and Applications, Units: 12.0, Lec/Sec: A, Days: TR, Begin: 02:00PM, End: 03:20PM, Bldg/Room: DH 2105, Location: Pittsburgh, Pennsylvania, Instructor: Sioshansi Course Architecture: 19734, Title: Usable Privacy and Security, Units: 12.0, Lec/Sec: A, Days: MW, Begin: 02:00PM, End: 03:20PM, Bldg/Room: HH B103, Location: Pittsburgh, Pennsylvania, Instructor: Cranor, Agarwal Course Architecture: 19752, Title: EPP Project Management, Units: 12.0, Lec/Sec: A, Days: TR, Begin: 03:30PM, End: 05:20PM, Bldg/Room: SH 234, Location: Pittsburgh, Pennsylvania, Instructor: Sioshansi, Nock
Sure, here is the answer to the query:  The text does not mention Sindi's courses in Spring 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  Carnegie Technical Schools and Mellon Institute merged together to form the current day Carnegie Mellon University.
The text does not provide information about the current assistant coach of women's basketball, therefore I cannot answer this query.
The text does not describe the instructor teaching the question answering course at LTI, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text does not specify the LTI class offered in Kigali, Rwanda, therefore I cannot provide an answer to this query.
Sure, here is the answer to the query:  ML-SUPERB covers a total of 143 languages.
Sure, here is the answer to the query:  **Ethics and Decision Making in Architecture** is being taught by **Vavasis** in Spring 2024.
Sure, here is the answer to the query:  Pentathlon incorporates multiple aspects of efficiency including latency, throughput, memory overhead, number of parameters, and energy consumption as metrics for evaluation.
The text does not mention the number of parameters for the chain-of-skills model, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text states that the co-author of "CONVOIFILTER: A CASE STUDY OF DOING COCKTAIL PARTY SPEECH RECOGNITION" is A. Waibel.
The text states that MultiViz is available on GitHub at the URL "https://github.com/pliang279/MultiViz".
Sure, here is the answer to the query:  The Chemistry classes in the provided text all start with the number 0.
The text does not mention any authors from FACTORCL, therefore I cannot answer the query.
The text does not mention Mid-Semester or Mini-3 grades due dates for spring 2024, therefore I cannot answer this query.
The solution proposed to address the issue with training end-to-end speech summarization models on very large inputs in the BASS paper is block-wise modeling. This involves processing a portion of the input frames at a time, rather than trying to process the entire input sequence at once.
The mechanism that is critical to language learning in young children in the context is Theory of Mind (ToM) by Premack&Woodruff (1978).
The text does not mention the number of authors listed on the SPAE paper, therefore I cannot answer this query.
The text does not describe the BERTScore achieved by BASS-adapt on the How-2 test set, therefore I cannot answer the query.
The text does not mention any model used for early buggies in the 1930s, therefore I cannot answer this query.
The text does not mention any other LLM than PaLM 2 and the LLM used in SPAE, therefore I cannot answer the query.
The text does not provide information about the contact number of the Fitness Operations Manager, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not describe the number of components or phases in the MultiBench toolkit pipeline, therefore I cannot answer this query.
Sure, here is the answer to the query:  The IWSLT 2023 shared tasks addressed a total of 9 scientific challenges in spoken language translation.  **Context:**  "This paper reports on the 2023 IWSLT Evaluation Campaign, which offered the following 9 shared tasks:..."
Sure, here is the answer to the query:  The first author of "Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System" is Daphne Ippolito.  **Context:**  The text describes the paper "Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System" and mentions the first author as Daphne Ippolito.
The text does not specify the most important feature in determining ChatGPT's relative ability to translate a language, therefore I cannot answer the query.
The proposed approach in the paper "Rethinking Voice-Face Correlation: A Geometry View" is not included in the provided text, therefore I cannot answer this query.
Sure, here is the answer to the query:  The evaluation of KALE method was conducted on the MSMARCOv1, TREC Deep Learning, and BEIR datasets.
Sure, here is the answer to the query:  The text does not describe the main instructor for the search engines course, therefore I cannot answer this query.
The text does not mention Mini-4 classes or their start date in spring 2024, therefore I cannot answer the query.
Sure, here is the answer to the query:  Yes, Professor Carolyn Rose has worked on Automatic Essay Scoring. The text mentions her work on the topic, including her involvement in projects related to AES and her research on conversational constructs and their connection to learning outcomes.
In the paper "Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations", ILL leverages T5, a generative transformer-based model, to directly generate the attribute value given the predicate.
The text does not specify the target duration of the LTI PhD program in months, therefore I cannot answer this query.
The text does not contain information about voucher deadlines for Mini-3, therefore I cannot answer the query.
The text does not provide information about the LT concentration for undergraduates, therefore I cannot answer this query.
The text does not specify the final deadline for withdrawing from a Mini-3 course in spring 2024, therefore I cannot provide an answer to this query.
The text states that The Kiltie Band had their first official performance in 1922.
Sure, here is the answer to the query:  The open-scientific collaboration working on the responsible development of Large Language Models for Code is BigCode.  **Reference:**  "SantaCoder :DON ’T REACH FOR THE STARS !" (2023) Loubna Ben Allal*, et al. arXiv:2301.03988v2
Sure, here is the answer to the query:  The shared task that "Language-Agnostic Transformers and Assessing ChatGPT-Based Query Rewriting for Multilingual Document-Grounded QA" focuses on is document-grounded dialogue, specifically in the context of multilingual pre-trained transformer models.
Sure, here is the answer to the query:  The authors used real-world speech collected from YouTube and podcasts to train their TTS systems.
The text does not mention Martin Luther King Day or its observance date, therefore I cannot answer the query.
Sure, here is the answer to the query: The text does not provide information about the authors of the WebArena paper, therefore I cannot answer this question.
The text does not provide information about the location of advanced NLP teaching this semester, therefore I cannot answer the query.
The text does not specify the date of final examinations for spring 2024 or Mini-4, therefore I cannot answer this query.
Sure, here is the answer to the query:  The outer structure or covering of a buggy is not described in the text, therefore I cannot answer this query.
The text does not provide information about the final grades due date for fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  Lexical exact-match systems naturally suffer from vocabulary mismatch, which is the mismatch between lexical surface form and implicit term semantics.
Sure, here is the answer to the query:  The text does not provide information about unit 02261 or instructors for fall 2023, therefore I cannot answer this query.
Sure, here is the answer to the query:  SoftMatch has not been included in the text provided, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not provide information about the instructor for Advanced Deep Learning in spring 2024, therefore I cannot answer the query.
The President's Graduates Toast for bachelor's students is going to be held at 3:30-4:30 p.m. in the Connan Room, Cohon University Center.
Sure, here is the answer to the query:  CLIP stands for Comprehensive Language Image Pre- trained.
The text does not provide information about independent organizations setting course records, therefore I cannot answer the query.
The text does not mention LTI or any course information related to large language models, therefore I cannot answer this query.
The text does not describe the title for 11700, therefore I cannot answer the query.
Sure, here is the answer to the query:  The three structured prediction tasks evaluated in the study "On the Interactions of Structural Constraints and Data Resources for Structured Prediction" are named entity recognition (NER), dependency parsing (DPAR), and event argument extraction (EAE).
The study finds that the eye gaze of both the tutor and the tutee has a significant impact on hedge prediction.
Sure, here is the answer to the query:  The text does not provide information about CMU's COVID policies, therefore I cannot answer this query.
The text does not mention the name of the author of the paper "The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Linkbetween Phonemes and Facial Features" who is from Max Planck Institute, therefore I cannot answer this query.
Sure, here is the answer to the query:  The text does not specify the semester in which the Buggy Races happen, therefore I cannot answer this query.
Sure, here is the answer to the query:  Andrew Carnegie emigrated from Scotland to Pittsburgh in 1848.
Sure, here is the answer to the query:  Reciprocal rank is found to have an issue with its sensitivity to ties. Specifically, it has a low number of unique values, which means that it is likely to result in ties when evaluating multiple highly-performing systems.
The proposed method for grounding pre-trained text-only language models to the visual domain is to leverage the abilities of language models learned from large-scale text-only pretraining, such as in-context learning and free-form text generation. The method keeps the language model frozen and fine-tunes input and output linear layers to enable cross-modality interactions.
The text does not mention course title for unit 02090, therefore I cannot answer this query.
Sure, here is the answer to the query:  The shorter track of the MIIS program is completed in three academic semesters, which equals 8 months.
The text does not provide information about the university's status on January 15th 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  The diffusion models mentioned in the document "Extracting Training Data from Diffusion Models" are Stable Diffusion, Imagen, CIFAR-10 Diffusion, GANs, and Defenses.
Sure, here is the answer to the query:  The text does not mention course 05430, therefore I cannot answer this query.
The text does not specify the date of Fall Deans' Lists Postings in fall 2024, therefore I cannot answer this query.
KALE stands for "Using a K-Sparse Projector for Lexical Expansion" as stated in the text.
The text does not provide information about the time of the final application deadline for the PhD program in language and information technology, therefore I cannot answer this query.
The text does not mention any information about the HomeRobot paper or its contributors, therefore I cannot answer the query.
The text does not specify the date of CMU's first IBM 650 computer, therefore I cannot answer this query.
Sure, here is the answer to the query:  The proposed framework achieved a 60% gain over the state- of-the-art. This is stated in the text "Adding Plan and Track greatly improves the completion rate relatively by 60%, which provides evidence to our hypothesis that solving some embodied tasks step- by-step reduces the complexity."
Sure, here is the answer to the query:  The text states that the HomeRobot OVMM benchmark includes 200 human-authored interactive 3D scenes.  Therefore, the answer is 200.
Sure, here is the answer to the query:  The three unseen tasks investigated for Whisper model in the paper "Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization" are audio-visual speech recognition (A VSR), code-switched speech recognition (CS-ASR), and speech translation (ST) on unseen language pairs.
The provided text does not contain information about the last day of classes for the Fall 2023 semester, therefore I cannot answer this query.
Sure, here is the answer to the query:  Reciprocal rank is used to measure the discriminative power of a ranking system. It is defined as the position of the highest-ranked relevant item in a ranking.
Sure, here is the answer to the query:  The text describes a paper titled "SantaCoder: don't reach for the stars!". The text mentions a list of authors for this paper, which includes 18 individuals.
The text does not provide information about the deadline for Mini-1 Pass/no pass & withdrawal in fall 2024, therefore I cannot answer this query.
The text does not provide information about the number of Integrated Innovation Institute classes starting in Summer 2024, therefore I cannot answer this query.
Sure, here is the answer to the query:  All of the Civil & Environmental Engineering classes in the context information start with the number 12.
The text does not provide information about the first day of classes for the winter semester in 2025, therefore I cannot answer the query.
Sure, here is the answer to the query:  The text states that "Shuyan Zhou, Uri Alon, Sumit Agarwal, and Graham Neubig" contributed to the paper "CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code." Therefore, the answer to the query is 4.
Sure, here is the answer to the query: The text does not describe the section of the freeroll portion of the buggy course where buggies make a sharp right-hand turn, therefore I cannot answer this query.
The text does not describe H. John Heinz III College's previous name, therefore I cannot answer this query.
Sure, here is the answer to the query:  The full name of the conference where the paper Transformed Protoform Reconstruction got published is Association for Computational Linguistics.
The text does not specify the date of the buggy bash at the spring carnival, therefore I cannot answer this query.
The text does not provide information about Spring Break 2024, therefore I cannot answer the query.
Sure, here is the answer to the query:  StyleRF consists of two innovative designs. The first is sampling-invariant content transformation that makes the transformation invariant to the holistic statistics of the sampled 3D points and accordingly ensures multi-view consistency. The second is deferred style transformation of 2D feature maps which is equivalent to the transformation of 3D points but greatly reduces memory footprint without degrading multi-view consistency.
The text does not describe Pengi's technique for leveraging Transfer Learning, therefore I cannot answer this query.
Sure, here is the answer to the query:  The real-world applicability of the proposed approach is demonstrated in three areas: pathology, mood prediction, and robotic perception.
Sure, here is the answer to the query:  The progressively distilled model in the paper "Accelerating Diffusion-based Combinatorial Optimization Solvers by Progressive Distillation" has a performance degradation of 0.019% on the TSP-50 dataset.
Sure, here is the answer to the query:  The text does not provide information about the instructor for course 05432, therefore I cannot answer this query.
The text does not provide information about Spring Break 2024, therefore I cannot answer this query.
The provided text does not describe course title for unit 02801, therefore I cannot answer this query.
Sure, here is the answer to the query:  The MLT program prepares students for research-oriented Master of Science degrees in the field of Language Technologies.  **Reference:**  "MLT Graduate Student Handbook" (file_path: /workspace/nlp-from-scratch-assignment- spring2024/data/Academics/Master of Language Technologies.txt)
The text does not provide information about the number of authors for the WebArena paper, therefore I cannot answer this query.
Sure, here is the answer to the query:  The MultiBench benchmark includes 10 modalities.  (Context information: "MultiBench paves the way towards a better understanding of the capabilities and limitations of multimodal models...")
Sure, here is the answer to the query:  MultiBench provides a standardized machine learning pipeline that includes over 15 datasets.
Sure, here is the answer to the query:  In the Unlimiformer approach, the cross-attention computation is offloaded to a k-nearest-neighbor (kNN) index.
The text does not mention chalk usage in the Fitness Centre at the Jared L. Cohon University Center, therefore I cannot answer this query.
The novel architecture introduced in the paper "Efficient Sequence Transduction by Jointly Predicting Tokens and Durations" is the Token-and-Duration Transducer (TDT) architecture. TDT extends conventional RNN-Transducer architectures by jointly predicting both a token and its duration.
Sure, here is the answer to the query:  Training speakers with a highly weighted ToM listener component leads to significant performance and fluency gains. As seen in Table 2, models with high listener weight achieve accuracy gains of 3.0% and 4.6% on easy and hard distractors, respectively. Additionally, the usage of a highly-weighted ToM listener leads to significant fluency gains when training on both easy (15.6%) and hard (11.6%) distractors.
The text does not contain information about Spring 2024 grades for graduating students, therefore I cannot answer this query.
The text does not mention any dataset related to Bhiksha Raj's paper, therefore I cannot answer the query.
Sure, here is the answer to the query:  The holistic evaluation in MultiZoo & MultiBench assesses (1) generalization, (2) time and space complexity, and (3) modality robustness.
Sure, here is the answer to the query:  The text does not mention any other LTI professor than Shinji Watanabe, therefore I cannot answer this query.
The text does not provide information about the Director of Sports Medicine, therefore I cannot answer this query.
The text does not provide information about Simon and Newell's Turing award, therefore I cannot answer this query.