JunShern / few-shot-adaptationLinks
Exploring Few-Shot Adaptation of Language Models with Tables
☆24Updated 3 years ago
Alternatives and similar repositories for few-shot-adaptation
Users that are interested in few-shot-adaptation are comparing it to the libraries listed below
Sorting:
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆29Updated 2 years ago
- Suite of 500 procedurally-generated NLP tasks to study language model adaptability☆21Updated 3 years ago
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28Updated 3 years ago
- Few-shot NLP benchmark for unified, rigorous eval☆93Updated 3 years ago
- Source Code for paper "Learning from Explanations with Neural Execution Tree", ICLR 2020☆18Updated 4 years ago
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆57Updated 2 years ago
- Pretraining summarization models using a corpus of nonsense☆13Updated 4 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆52Updated 4 years ago
- Unifew: Unified Fewshot Learning Model☆18Updated 4 years ago
- ☆50Updated 4 years ago
- CCQA A New Web-Scale Question Answering Dataset for Model Pre-Training☆32Updated 3 years ago
- ☆49Updated 2 years ago
- Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://relic.cs.umass.edu).☆20Updated 3 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆34Updated 4 years ago
- DEMix Layers for Modular Language Modeling☆54Updated 4 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Updated 2 years ago
- ☆22Updated 4 years ago
- ☆45Updated 4 years ago
- ☆62Updated 3 years ago
- ☆98Updated 2 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- Code for Massive-scale Decoding for Text Generation using Lattices☆44Updated 3 years ago
- ReConsider is a re-ranking model that re-ranks the top-K (passage, answer-span) predictions of an Open-Domain QA Model like DPR (Karpukhi…☆49Updated 4 years ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆138Updated 2 years ago
- Code accompanying ICML 2021 paper "Few-shot Language Coordination by Modeling Theory of Mind"☆19Updated 3 years ago
- Rationales for Sequential Predictions☆40Updated 3 years ago
- Explicit Alignment Objectives for Multilingual Bidirectional Encoders☆14Updated 4 years ago
- ☆30Updated 3 years ago
- Source code repo for paper "TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation"☆10Updated 2 years ago
- EMNLP 2021 - CTC: A Unified Framework for Evaluating Natural Language Generation☆98Updated 2 years ago