[ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
☆44May 10, 2023Updated 3 years ago
Alternatives and similar repositories for FewGen
Users that are interested in FewGen are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Sep 18, 2022Updated 4 years ago
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆13May 27, 2023Updated 3 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)☆44Apr 2, 2024Updated 2 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆34Nov 21, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Feb 14, 2021Updated 5 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Oct 23, 2020Updated 5 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆47Feb 18, 2022Updated 4 years ago
- ☆10Sep 27, 2021Updated 4 years ago
- ☆12Apr 18, 2025Updated last year
- ☆24Jun 12, 2023Updated 3 years ago
- The source code for SetExpan framework, published in ECML-PKDD 2017☆33Nov 22, 2021Updated 4 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆65Nov 12, 2021Updated 4 years ago
- [NeurIPS 2019] Spherical Text Embedding☆184Oct 29, 2023Updated 2 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.
- ☆16Aug 14, 2022Updated 4 years ago
- The source code, dataset, and evaluation scripts used for SetRank, published in SIGIR 2018☆15Nov 26, 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.☆17Oct 12, 2023Updated 2 years ago
- MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction (COLING 2022)☆19Oct 13, 2022Updated 3 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Jan 12, 2023Updated 3 years ago
- Comprehensive evaluation framework for Open Information Extraction.☆38Jun 21, 2022Updated 4 years ago
- ☆10Mar 5, 2021Updated 5 years ago
- Code for paper OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision☆30May 9, 2022Updated 4 years ago
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Apr 26, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [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 3 years ago
- Hugging Face and Pyserini interoperability☆20May 18, 2023Updated 3 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆43Jun 23, 2024Updated 2 years ago
- ☆26Feb 27, 2022Updated 4 years ago
- Code for "SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation" @ ICML 2022☆17Jan 10, 2023Updated 3 years ago
- In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning☆34Aug 9, 2023Updated 3 years ago
- ☆22Sep 6, 2021Updated 5 years ago
- [ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners☆131Dec 7, 2022Updated 3 years ago
- Official Github repo for the paper "Evaluating the Evaluation of Diversity in Natural Language Generation"☆21Feb 23, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 暑期机器学习讨论班是由张祥老师组织发起，全体学生参与的讨论交流活动。目的是让学生巩固机器学习基本算法，掌握基本原理和使用。组织形式为学生选题并制作PPT，采用演讲的形式授课给全体参与学生和导师。☆10Sep 19, 2018Updated 8 years ago
- [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"☆42Apr 30, 2024Updated 2 years ago
- [EMNLP'23] Code for Generating Data for Symbolic Language with Large Language Models☆18Oct 21, 2023Updated 2 years ago
- Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)☆20Jul 18, 2022Updated 4 years ago
- Dataset, models, and code for paper "CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation", …☆34Jul 8, 2022Updated 4 years ago
- ☆24Feb 5, 2024Updated 2 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆104Dec 1, 2022Updated 3 years ago