[ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
☆44May 10, 2023Updated 2 years ago
Alternatives and similar repositories for FewGen
Users that are interested in FewGen are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Sep 18, 2022Updated 3 years ago
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆15May 27, 2023Updated 2 years ago
- ☆27Feb 26, 2023Updated 3 years ago
- ☆24Jun 12, 2023Updated 2 years ago
- ☆10Sep 27, 2021Updated 4 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Feb 18, 2022Updated 4 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)☆18Feb 18, 2025Updated last year
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Jan 12, 2023Updated 3 years ago
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Apr 26, 2023Updated 2 years ago
- ☆16Aug 14, 2022Updated 3 years ago
- Comprehensive evaluation framework for Open Information Extraction.☆40Jun 21, 2022Updated 3 years ago
- The 3 baseline methods for few-shot NER tasks☆58Dec 10, 2021Updated 4 years ago
- Chrome extension for OA sites like arxiv, openreivew: 1. PDF back to abstract page, 2. Rename PDF page with paper title.☆18Oct 12, 2023Updated 2 years ago
- ☆17Jan 26, 2024Updated 2 years ago
- Code to reproduce the experiments for "Claim Check-Worthiness Detection as Positive Unlabelled Learning" in Findings of EMNLP 2020☆17Jun 12, 2023Updated 2 years ago
- [EMNLP'23] Code for Generating Data for Symbolic Language with Large Language Models☆18Oct 21, 2023Updated 2 years ago
- The official code and dataset for EMNLP 2022 paper "COPEN: Probing Conceptual Knowledge in Pre-trained Language Models".☆21Mar 9, 2023Updated 2 years ago
- Learning to Identify Follow-up Questions in Conversational Question Answering☆13Dec 8, 2021Updated 4 years ago
- Hugging Face and Pyserini interoperability☆19May 18, 2023Updated 2 years ago
- An Empirical Study on Large-Scale Multi-Label Text Classification including Few and Zero-Shot Labels☆19Jul 24, 2023Updated 2 years ago
- Implementation of MixCE method described in ACL 2023 paper by Zhang et al.☆20May 29, 2023Updated 2 years ago
- The implementation of the paper "Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters".☆17May 24, 2022Updated 3 years ago
- ☆19Oct 31, 2022Updated 3 years ago
- Official Github repo for the paper "Evaluating the Evaluation of Diversity in Natural Language Generation"☆20Feb 23, 2021Updated 5 years ago
- Resources for Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. EMNLP 2022.☆24Nov 23, 2022Updated 3 years ago
- ☆26May 30, 2023Updated 2 years ago
- [ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation …☆24Sep 8, 2023Updated 2 years ago
- Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)☆20Jul 18, 2022Updated 3 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆58Feb 14, 2021Updated 5 years ago
- Code and data for the paper: On the Reliability of Psychological Scales on Large Language Models☆30Dec 15, 2025Updated 2 months ago
- PyTorch code for EMNLP 2021 paper: Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialog…☆29Oct 4, 2021Updated 4 years ago
- Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)☆45Apr 2, 2024Updated last year
- The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)☆53Jun 12, 2022Updated 3 years ago
- The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".☆34Jun 11, 2025Updated 8 months ago
- ☆26Apr 15, 2021Updated 4 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24May 1, 2022Updated 3 years ago
- A MBTI test on Large Language Model like GPT-3.☆27May 2, 2022Updated 3 years ago
- Lite Self-Training☆30Jul 25, 2023Updated 2 years ago