Few-shot NLP benchmark for unified, rigorous eval
☆93Jul 12, 2022Updated 3 years ago
Alternatives and similar repositories for flex
Users that are interested in flex are comparing it to the libraries listed below
Sorting:
- Unifew: Unified Fewshot Learning Model☆18Sep 10, 2021Updated 4 years ago
- Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)☆113Apr 28, 2022Updated 3 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30May 10, 2021Updated 4 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆730Aug 29, 2022Updated 3 years ago
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆131Apr 23, 2022Updated 3 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆152Jun 10, 2022Updated 3 years ago
- DEMix Layers for Modular Language Modeling☆54Aug 23, 2021Updated 4 years ago
- Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs(EMNLP2019)☆19Dec 3, 2019Updated 6 years ago
- Combining encoder-based language models☆11Nov 11, 2021Updated 4 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆68Nov 26, 2021Updated 4 years ago
- Suite of 500 procedurally-generated NLP tasks to study language model adaptability☆21Jul 16, 2022Updated 3 years ago
- [Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fi…☆12Sep 17, 2024Updated last year
- Information Extraction Dataset Zoo.☆30Apr 9, 2022Updated 3 years ago
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆273Apr 15, 2023Updated 2 years ago
- WebRED is a large and diverse manually annotated dataset for extracting relationships from a variety of text found on the World Wide Web.☆22Mar 11, 2021Updated 4 years ago
- Code for our TSD paper "TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models"☆14Aug 19, 2022Updated 3 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Feb 28, 2023Updated 3 years ago
- Exploring Few-Shot Adaptation of Language Models with Tables☆24Aug 22, 2022Updated 3 years ago
- EMNLP 2021 Tutorial: Multi-Domain Multilingual Question Answering☆38Nov 7, 2021Updated 4 years ago
- ☆290Dec 2, 2022Updated 3 years ago
- ☆15Nov 11, 2023Updated 2 years ago
- Source code for "Revisiting Unsupervised Relation Extraction" in ACL 2020☆36Jun 20, 2023Updated 2 years ago
- Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)☆143Oct 25, 2021Updated 4 years ago
- A dataset for realistic evaluation of noisy label methods☆14Dec 3, 2023Updated 2 years ago
- Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https…☆44Aug 10, 2024Updated last year
- EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation☆41Oct 19, 2022Updated 3 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆52Sep 15, 2021Updated 4 years ago
- [EMNLP 2022] Summarization as Indirect Supervision for Relation Extraction (SuRE)☆28Nov 22, 2022Updated 3 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Oct 20, 2022Updated 3 years ago
- Self-training with Weak Supervision (NAACL 2021)☆163Jul 24, 2023Updated 2 years ago
- ☆99Jul 25, 2023Updated 2 years ago
- Code for ACL 21: Generating Query Focused Summaries from Query-Free Resources☆33Jul 15, 2022Updated 3 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆168Oct 7, 2022Updated 3 years ago
- CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)☆133Jan 5, 2021Updated 5 years ago
- Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)☆76Apr 10, 2023Updated 2 years ago
- ☆344Aug 3, 2021Updated 4 years ago
- [ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network☆35Jan 10, 2022Updated 4 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆34Nov 21, 2021Updated 4 years ago
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆227Feb 13, 2024Updated 2 years ago