Highlights
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A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.
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PromptSlotTagging Public
Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging
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FewShotMultiLabel Public
Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.
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FewShotTagging Public
Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
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MetaDialog Public
Platform for few-shot natural language processing: Text Classification, Sequene Labeling.
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CPT Public
Forked from fastnlp/CPTCPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
Python UpdatedNov 14, 2021 -
Seq2SeqDataAugmentationForLU Public
This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.
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UserSimulator Public
Code for CCL 2019 BEST Poster Paper: A Corpus-free State2Seq User Simulator for Task-oriented Dialogue
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MetaLearning4NLP-Papers Public
Forked from ha-lins/MetaLearning4NLP-PapersA list of recent papers about Meta / few-shot learning methods applied in NLP areas.
1 UpdatedJun 17, 2020 -
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Invariant Information Clustering for Unsupervised Image Classification and Segmentation
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dstc8-schema-guided-dialogue Public
Forked from google-research-datasets/dstc8-schema-guided-dialogue1 UpdatedJun 19, 2019 -
Bi-LSTM_PosTagger Public
An easy-to-use sequence labeling project(get SoA on ATIS data) with pytorch
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ludus-jluva Public
Forked from kaniblu/ludus-jluvaCode for running Joint Language Understanding Variational Autoencoder (JLUVA)
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pytorch-nlugen Public
Forked from kaniblu/pytorch-nlugenGenerative models for natural language understanding
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pytorch-seq2seq Public
Forked from IBM/pytorch-seq2seqAn open source framework for seq2seq models in PyTorch.
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ELMoForManyLangs Public
Forked from HIT-SCIR/ELMoForManyLangsPre-trained ELMo Representations for Many Languages
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Style-Transfer-in-Text Public
Forked from fuzhenxin/Style-Transfer-in-TextPaper List for Style Transfer in Text
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DSEH Public
Forked from lelan-li/DSEHDeep Joint Semantic-Embedding Hashing(IJCAI2018)
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simple_BP Public
A simple 3-3-4 three layer neural network for HIT PR homework2
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Parzen-Window-And-Top-K Public
Machine Learning non-parameter method: Parzen window and Top-k
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NNlearning Public
This repo contains code solution for Stanford CS224N natural language class, and some project relative code.
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atma Public
Light NLP Tool: atma-0.4.1, commonly-used & tested NLP tools: sentence level bleu, tokenizer, proxy crawler included