zhjohnchan / awesome-few-shot-learning-in-nlpLinks
A curated list of few-shot learning in NLP. :-)
☆65Updated 3 years ago
Alternatives and similar repositories for awesome-few-shot-learning-in-nlp
Users that are interested in awesome-few-shot-learning-in-nlp are comparing it to the libraries listed below
Sorting:
- ☆292Updated 2 years ago
- ☆92Updated 3 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆130Updated 2 years ago
- ☆79Updated 3 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆167Updated 2 years ago
- Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking fo…☆74Updated 3 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆145Updated 3 years ago
- ☆88Updated 3 years ago
- This is the repository for SemEval 2021 Task 4: Reading Comprehension of Abstract Meaning. It includes code for baseline models and data.☆29Updated 3 years ago
- ☆39Updated 3 years ago
- [NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation☆153Updated 2 years ago
- A Self-Supervised Contrastive Learning Framework for Aspect Detection☆35Updated 3 years ago
- Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"☆71Updated 2 years ago
- Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"☆108Updated last year
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆131Updated 3 years ago
- CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)☆131Updated 4 years ago
- Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines …☆151Updated 2 years ago
- Structured Prediction as Translation between Augmented Natural Languages☆137Updated 3 years ago
- Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing☆288Updated 3 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆56Updated 4 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆48Updated 2 years ago
- ☆117Updated 3 years ago
- The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".☆35Updated 4 years ago
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 3 years ago
- ☆161Updated 2 months ago
- Code for KE-Blender, EMNLP 2021☆18Updated 3 years ago
- Code for paper Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval, Accepted by ACL2022 Main Conference, Long Paper☆30Updated 3 years ago
- SemEval-2022 Shared Task 10: Structured Sentiment Analysis☆79Updated 3 years ago
- ☆42Updated 5 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆134Updated last month