Alternatives and similar repositories for few-shot-learning

Users that are interested in few-shot-learning are comparing it to the libraries listed below

• kipgparker / soft-prompt-tuning
  ☆351Updated 4 years ago
• yizhongw / Tk-Instruct
  Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.
  ☆182Updated 3 years ago
• neulab / knn-transformers
  PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…
  ☆284Updated 3 years ago
• allenai / unifiedqa
  UnifiedQA: Crossing Format Boundaries With a Single QA System
  ☆442Updated 3 years ago
• allenai / acl2022-zerofewshot-tutorial
  ☆290Updated 3 years ago
• bigscience-workshop / t-zero
  Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)
  ☆463Updated 3 years ago
• facebookresearch / MetaICL
  An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi
  ☆271Updated 2 years ago
• mkshing / Prompt-Tuning
  Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"
  ☆168Updated 4 years ago
• neulab / BARTScore
  BARTScore: Evaluating Generated Text as Text Generation
  ☆365Updated 3 years ago
• urvashik / knnlm
  ☆327Updated 4 years ago
• facebookresearch / FiD
  Fusion-in-Decoder
  ☆588Updated 2 years ago
• alisawuffles / DExperts
  code associated with ACL 2021 DExperts paper
  ☆118Updated 2 years ago
• r-three / t-few
  Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"
  ☆456Updated 2 years ago
• nyu-mll / quality
  ☆144Updated 10 months ago
• facebookresearch / dpr-scale
  Scalable training for dense retrieval models.
  ☆298Updated 6 months ago
• Alrope123 / rethinking-demonstrations
  ☆177Updated last year
• salesforce / factCC
  Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
  ☆305Updated 7 months ago
• timoschick / self-debiasing
  This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".
  ☆88Updated 4 years ago
• nicola-decao / KnowledgeEditor
  Code for Editing Factual Knowledge in Language Models
  ☆142Updated 3 years ago
• mingkaid / rl-prompt
  Accompanying repo for the RLPrompt paper
  ☆359Updated last year
• krishnap25 / mauve
  Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.
  ☆303Updated last year
• neulab / ExplainaBoard
  Interpretable Evaluation for AI Systems
  ☆365Updated 2 years ago
• facebookresearch / anli
  Adversarial Natural Language Inference Benchmark
  ☆396Updated 3 years ago
• yixinL7 / BRIO
  ACL 2022: BRIO: Bringing Order to Abstractive Summarization
  ☆337Updated last year
• facebookresearch / SEAL
  Search Engines with Autoregressive Language models
  ☆294Updated 2 years ago
• jordiclive / ControlPrefixes
  ☆90Updated last year
• eric-mitchell / mend
  MEND: Fast Model Editing at Scale
  ☆253Updated 2 years ago
• bigscience-workshop / lm-evaluation-harness
  A framework for few-shot evaluation of autoregressive language models.
  ☆105Updated 2 years ago
• EleutherAI / knowledge-neurons
  A library for finding knowledge neurons in pretrained transformer models.
  ☆158Updated 3 years ago
• INK-USC / CrossFit
  Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)
  ☆113Updated 3 years ago