JunShern / few-shot-adaptationLinks
Exploring Few-Shot Adaptation of Language Models with Tables
☆24Updated 2 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
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28Updated 3 years ago
- Pretraining summarization models using a corpus of nonsense☆13Updated 3 years ago
- ☆29Updated 3 years ago
- Suite of 500 procedurally-generated NLP tasks to study language model adaptability☆21Updated 2 years ago
- [ICLR 2022] Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators☆24Updated last year
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆50Updated 3 years ago
- Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://relic.cs.umass.edu).☆20Updated 3 years ago
- Code for Massive-scale Decoding for Text Generation using Lattices☆44Updated 2 years ago
- Unifew: Unified Fewshot Learning Model☆18Updated 3 years ago
- Repo for "Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks" ACL 2023 Findings☆16Updated 2 years ago
- Evaluating and improving the faithfulness of the interpretations offered by Neural Module Networks☆13Updated 2 years ago
- CCQA A New Web-Scale Question Answering Dataset for Model Pre-Training☆32Updated 2 years ago
- ☆24Updated 10 months ago
- ☆22Updated 2 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆58Updated 2 years ago
- Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https…☆44Updated 11 months ago
- Code for the paper "Modelling Latent Translations for Cross-Lingual Transfer"☆17Updated 3 years ago
- Code for Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution (ACL2021)☆13Updated 4 years ago
- Repository for the Question Answering via Sentence Composition (QASC) dataset☆56Updated last year
- Code for the paper "UnNatural Language Inference" to appear at ACL 2021 (Long Paper)☆36Updated 3 years ago
- ☆50Updated 3 years ago
- This repository contains some of the code used in the paper "Training Language Models with Langauge Feedback at Scale"☆27Updated 2 years ago
- A categorical archive of ChatGPT failures☆64Updated 2 years ago
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆55Updated 2 years ago
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆54Updated 2 years ago
- Source Code for paper "Learning from Explanations with Neural Execution Tree", ICLR 2020☆18Updated 4 years ago
- Few-shot NLP benchmark for unified, rigorous eval☆91Updated 3 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24Updated 3 years ago
- ☆97Updated last year