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

• amazon-science / sentence-representations
  ☆78Updated 2 years ago
• diyiy / ACL2022_Limited_Data_Learning_Tutorial
  ☆92Updated 2 years ago
• laihuiyuan / pre-trained-formality-transfer
  Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer (ACL 2021)
  ☆30Updated 2 years ago
• THUDM / FewNLU
  ☆66Updated 3 years ago
• lancopku / text-autoaugment
  [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification
  ☆127Updated 2 years ago
• wang-research-lab / deepex
  Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"
  ☆108Updated 11 months ago
• varsha33 / LCL_loss
  ☆38Updated 3 years ago
• tshi04 / AspDecSSCL
  A Self-Supervised Contrastive Learning Framework for Aspect Detection
  ☆35Updated 3 years ago
• princeton-nlp / OptiPrompt
  [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240
  ☆168Updated 2 years ago
• THU-BPM / PairSCL
  The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.
  ☆48Updated last year
• boyuanzheng010 / SemEval2021-Reading-Comprehension-of-Abstract-Meaning
  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
• shmsw25 / Channel-LM-Prompting
  An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"
  ☆131Updated 3 years ago
• xssstory / STAS
  ☆28Updated 2 years ago
• oriram / splinter
  ☆92Updated 3 years ago
• microsoft / REINA
  ☆117Updated 2 years ago
• Jun-jie-Huang / WhiteningBERT
  source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.
  ☆56Updated 4 years ago
• HanNight / AMuLaP
  Code for NAACL 2022 paper "Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification"
  ☆25Updated 2 years ago
• jasonwei20 / triplet-loss
  ☆42Updated 4 years ago
• Yale-LILY / dart
  Dataset for NAACL 2021 paper: "DART: Open-Domain Structured Data Record to Text Generation"
  ☆152Updated 2 years ago
• Nealcly / KE-Blender
  Code for KE-Blender, EMNLP 2021
  ☆19Updated 3 years ago
• ethanjperez / true_few_shot
  Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)
  ☆143Updated 3 years ago
• GeorgeLuImmortal / Hierarchical-BERT-Model-with-Limited-Labelled-Data
  ☆41Updated 3 years ago
• LeoLaugier / conditional-auto-encoder-text-to-text-transfer-transformer
  Code for CAET5
  ☆23Updated last year
• alisawuffles / DExperts
  code associated with ACL 2021 DExperts paper
  ☆114Updated last year
• wasiahmad / Syntax-MBERT
  Official code of our work, Syntax-augmented Multilingual BERT for Cross-lingual Transfer [ACL 2021].
  ☆16Updated 3 years ago
• TysonYu / AdaptSum
  The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".
  ☆34Updated 3 years ago
• JetRunner / LaPraDoR
  🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrie…
  ☆49Updated 3 years ago
• hiaoxui / soft-prompts
  ☆88Updated 2 years ago
• wzhouad / NLL-IE
  Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021
  ☆55Updated 3 years ago
• jiangjiechen / LOREN
  Resources for our AAAI 2022 paper: "LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification".
  ☆49Updated 2 years ago