Repositories list

• llicl-data

  Public
  Data for Lifelong ICL and Task Haystack (https://arxiv.org/abs/2407.16695)

  1•0•0•0•Updated Dec 7, 2024Dec 7, 2024

• Lifelong-ICL

  Public
  Code for paper "Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack"

  Jupyter Notebook

  •

  MIT License

  •0•5•0•0•Updated Dec 7, 2024Dec 7, 2024

• ink-usc.github.io

  Public
  INK Research Lab Website

  JavaScript

  •

  Other

  •0•2•0•0•Updated Aug 2, 2024Aug 2, 2024

• PE2

  Public
  Code for paper "Prompt Engineering a Prompt Engineer" (https://arxiv.org/abs/2311.05661)

  Python

  •

  MIT License

  •0•5•0•0•Updated Aug 1, 2024Aug 1, 2024

• lm-forgetting-prediction-code

  Public
  Python

  •0•1•0•0•Updated Jul 28, 2024Jul 28, 2024

• lm-forgetting-prediction

  Public
  JavaScript

  •0•0•0•0•Updated Jul 23, 2024Jul 23, 2024

• Controllable-AV-Explanations

  Public
  Python

  •0•1•0•0•Updated Jun 27, 2024Jun 27, 2024

• RationaleMultiRewardDistillation

  Public
  Code and Dataset for preprint titled "Tailoring Self-Rationalizers with Multi-Reward Distillation"

  Python

  •0•6•0•0•Updated Jun 21, 2024Jun 21, 2024

• CPL

  Public
  Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

  Python

  •

  MIT License

  •13•56•3•1•Updated May 3, 2024May 3, 2024

• predicting-big-bench

  Public
  Code for paper "How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench"

  Python

  •

  Apache License 2.0

  •0•2•0•0•Updated Jan 24, 2024Jan 24, 2024

• CommonGen

  Public
  A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

  natural-language-processingdeep-learningtext-generation+ 6natural-language-generationnlg-datasetcommonsense-reasoningnlp-datasetsmachine-reasoninglanguage-generation-dataset

  Python

  •

  MIT License

  •23•140•0•7•Updated Jan 5, 2024Jan 5, 2024

• LINK

  Public
  Code for paper "In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search"

  Python

  •

  MIT License

  •1•6•0•0•Updated Nov 20, 2023Nov 20, 2023

• RationaleHumanUtility

  Public
  Codebase for Human Utility of FTRs at ACL 2023

  Python

  •0•5•0•0•Updated Jul 31, 2023Jul 31, 2023

• FiD-ICL

  Public
  "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)

  Python

  •1•13•0•0•Updated Jul 24, 2023Jul 24, 2023

• G-PlanET

  Public
  Python

  •3•8•1•0•Updated Jul 15, 2023Jul 15, 2023

• BITE

  Public
  Code and data for paper "BITE: Textual Backdoor Attacks with Iterative Trigger Injection"

  Python

  •0•9•0•0•Updated Jul 14, 2023Jul 14, 2023

• NumerSense

  Public
  The data and code for NumerSense (EMNLP2020)

  nlplanguage-modelscommonsense-reasoning+ 1commonsense-extraction

  Python

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  MIT License

  •8•19•0•2•Updated May 8, 2023May 8, 2023

• entity-robustness

  Public
  Code and data for paper "On the Robustness of Reading Comprehension Models to Entity Renaming" (NAACL'22)

  Python

  •0•11•0•0•Updated May 4, 2023May 4, 2023

• XMD

  Public
  XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models

  Vue

  •1•8•0•0•Updated Feb 24, 2023Feb 24, 2023

• ER-Test

  Public
  Code for ER-Test, accepted to the Findings of EMNLP 2022

  nlpexplanability

  Python

  •

  MIT License

  •0•3•0•0•Updated Feb 2, 2023Feb 2, 2023

• CrossTaskMoE

  Public
  Code for paper "Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts" (Findings of EMNLP 2022)

  Python

  •0•2•0•0•Updated Jan 12, 2023Jan 12, 2023

• AlpacaTag

  Public
  AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)

  named-entity-recognitioncrowdsourcingactive-learning+ 2sequence-labelingannotation-framework

  HTML

  •22•138•14•1•Updated Jan 5, 2023Jan 5, 2023

• VisCOLL

  Public
  Code and data for the project "Visually grounded continual learning of compositional semantics"

  Python

  •4•21•2•8•Updated Dec 27, 2022Dec 27, 2022

• GMED

  Public
  Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020

  Python

  •2•17•1•15•Updated Dec 8, 2022Dec 8, 2022

• Reflect

  Public
  Data and Code for Paper "Reflect Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality" (EMNLP 2022)

  Python

  •0•11•1•0•Updated Nov 28, 2022Nov 28, 2022

• HGN

  Public
  Learning Contextualized Knowledge Structures for Commonsense Reasoning

  Python

  •2•17•0•0•Updated Nov 24, 2022Nov 24, 2022

• RobustLR

  Public
  A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners

  nlpdeep-learninglanguage-model+ 3reasoningrobustnessdeductive-reasoning

  Python

  •

  MIT License

  •3•7•0•0•Updated Nov 11, 2022Nov 11, 2022

• RICA

  Public
  Python

  •0•0•0•0•Updated Oct 11, 2022Oct 11, 2022

• TriggerNER

  Public
  TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

  information-extractiondatasetnamed-entity-recognition+ 4nlp-resourcesnlp-datasetslow-resourcesequence-tagging

  Python

  •19•173•1•0•Updated Jun 15, 2022Jun 15, 2022

• SalKG

  Public
  This is the official PyTorch implementation of our NeurIPS 2021 paper: "SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning"

  natural-language-processingknowledge-graphexplanation+ 1commonsense-reasoning

  Python

  •0•14•0•0•Updated Jun 9, 2022Jun 9, 2022