Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)
☆113Apr 28, 2022Updated 4 years ago
Alternatives and similar repositories for CrossFit
Users that are interested in CrossFit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Few-shot NLP benchmark for unified, rigorous eval☆93Jul 12, 2022Updated 4 years ago
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆274Apr 15, 2023Updated 3 years ago
- Unifew: Unified Fewshot Learning Model☆18Sep 10, 2021Updated 5 years ago
- This repository includes the masking vocabulary used in the ICLR 2021 spotlight PMI-Masking paper☆14Aug 9, 2021Updated 5 years ago
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆130Apr 23, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Label Efficient Learning From Explanations☆22Mar 9, 2022Updated 4 years ago
- Source code for ICLR 2021 paper : Pre-training Text-to-Text Transformers for Concept-Centric Common Sense☆25Sep 16, 2021Updated 5 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆67Nov 26, 2021Updated 4 years ago
- DEMix Layers for Modular Language Modeling☆54Jul 28, 2026Updated 3 months ago
- Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs(EMNLP2019)☆19Dec 3, 2019Updated 6 years ago
- Exploring Few-Shot Adaptation of Language Models with Tables☆25Aug 22, 2022Updated 4 years ago
- Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)☆143Oct 25, 2021Updated 5 years ago
- On Transferability of Prompt Tuning for Natural Language Processing☆98May 3, 2024Updated 2 years ago
- Expanding natural instructions☆1,049Dec 11, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The implementation for "Open Relation Modeling: Learning to Define Relations between Entities" (Findings of ACL '22)☆12Feb 28, 2022Updated 4 years ago
- Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP…☆39Oct 29, 2019Updated 7 years ago
- Suite of 500 procedurally-generated NLP tasks to study language model adaptability☆21Jul 16, 2022Updated 4 years ago
- Task Compass: Scaling Multi-task Pre-training with Task Prefix (EMNLP 2022: Findings) (stay tuned & more will be updated)☆22Oct 17, 2022Updated 4 years ago
- Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.☆184Oct 28, 2022Updated 4 years ago
- ☆67Oct 13, 2021Updated 5 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆134May 13, 2022Updated 4 years ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆140Aug 2, 2023Updated 3 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆152Jun 10, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Apr 23, 2023Updated 3 years ago
- M2D2: A Massively Multi-domain Language Modeling Dataset (EMNLP 2022) by Machel Reid, Victor Zhong, Suchin Gururangan, Luke Zettlemoyer☆56Nov 21, 2022Updated 3 years ago
- ☆54May 8, 2023Updated 3 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆167Oct 7, 2022Updated 4 years ago
- Source Code for "Teaching Machine Comprehension with Compositional Explanations" (Findings of EMNLP 2020)☆10Dec 12, 2020Updated 5 years ago
- ☆18Nov 25, 2022Updated 3 years ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆109Jul 15, 2023Updated 3 years ago
- Evaluation framework for open-domain question answering.☆20May 16, 2021Updated 5 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆52Sep 15, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Benchmarking Generalization to New Tasks from Natural Language Instructions☆28Jul 2, 2021Updated 5 years ago
- ☆291Dec 2, 2022Updated 3 years ago
- ☆33Jul 8, 2024Updated 2 years ago
- N/A☆19Aug 15, 2022Updated 4 years ago
- Code for Repl4NLP paper "A Cross-Task Analysis of Text Span Representations"☆21Nov 4, 2022Updated 3 years ago
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆14Jun 17, 2022Updated 4 years ago
- Source Code for paper "NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction", WWW 2020☆46May 6, 2020Updated 6 years ago