[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".
☆24Sep 8, 2023Updated 2 years ago
Alternatives and similar repositories for ReGen
Users that are interested in ReGen are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆15Feb 14, 2023Updated 3 years ago
- [EMNLP'24] MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning☆36Dec 26, 2024Updated last year
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆14May 27, 2023Updated 2 years ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆41Sep 19, 2024Updated last year
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Nov 2, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for ACL paper "Zero-Shot Text Classification via Self-Supervised Tuning"☆28Sep 25, 2023Updated 2 years ago
- ☆27Oct 4, 2024Updated last year
- Code for "BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition"☆32Jun 20, 2023Updated 2 years ago
- Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"☆17Mar 29, 2024Updated last year
- Hierarchical Models for long document encoding☆21May 29, 2023Updated 2 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆36Nov 16, 2020Updated 5 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆69Sep 18, 2022Updated 3 years ago
- This is the repository for paper `Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks'.☆14Nov 22, 2023Updated 2 years ago
- A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling (AAAI 2018)☆10Oct 23, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [KDD'23] This is the code repo for our KDD'23 paper "DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling".☆11Jun 14, 2023Updated 2 years ago
- [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.☆12Jan 11, 2023Updated 3 years ago
- 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 7 years ago
- [ML4H'25] m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning in Large Language Models☆48Dec 21, 2025Updated 3 months ago
- Offical code repository for PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation, EMNLP 2023☆12Dec 13, 2023Updated 2 years ago
- ☆11Feb 28, 2024Updated 2 years ago
- ☆10Apr 21, 2025Updated 11 months ago
- [NAACL'25] RuleR: Improving LLM Controllability by Rule-based Data Recycling☆14Sep 27, 2025Updated 6 months ago
- ALIGNIE: Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation☆20Dec 12, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The source code for "A Simple Graph Contrastive Learning Framework for Short Text Classification"☆13Aug 14, 2025Updated 7 months ago
- The repo for ACL2021 findings paper - Don't Miss the Labels: Label-semantic Argumented Meta-Learner for Few-Shot Text Classification☆15Mar 24, 2022Updated 4 years ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆127Dec 26, 2024Updated last year
- Code of our IJCAI2021 paper: "Learning Class-Transductive Intent Representations for Zero-shot Intent Detection"☆15Sep 10, 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
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆72Jul 23, 2023Updated 2 years ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆285Aug 19, 2023Updated 2 years ago
- [EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contr…☆50Oct 12, 2023Updated 2 years ago
- MATLAB code for Unsupervised Feature Selection with Multi-Subspace Randomization and Collaboration (SRCFS) (KBS 2019)☆15Feb 2, 2020Updated 6 years ago
- 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 source code of "Improved Graph Contrastive Learning for Short Text Classification"☆12Aug 14, 2025Updated 7 months ago
- (Accepted By EMNLP2022 main long)SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition☆13Oct 30, 2022Updated 3 years ago
- Code and datasets for EMNLP 2022 paper: Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Repr…☆19Jan 1, 2024Updated 2 years ago
- ☆14Sep 28, 2020Updated 5 years ago
- Code for Paper "You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classif…☆13May 29, 2024Updated last year
- Convex Nonnegative Matrix Factorization with Adaptive Graph for Unsupervised Feature Selection☆18Dec 16, 2025Updated 3 months ago
- Inductive graph convolutional neural networks for few-shot learning text classification.☆16Apr 27, 2021Updated 4 years ago