Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
☆1,063Nov 18, 2024Updated last year
Alternatives and similar repositories for Awesome-LLM4IE-Papers
Users that are interested in Awesome-LLM4IE-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆825May 28, 2024Updated 2 years ago
- Universal information extraction with instruction learning☆398Feb 28, 2025Updated last year
- A Paper List of Low-resource Information Extraction☆136Nov 16, 2024Updated last year
- An Open-sourced Knowledgable Large Language Model Framework.☆1,387Jan 11, 2025Updated last year
- This is the github repository for the paper at NAACL 2024: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Mode…☆52Mar 17, 2024Updated 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.
- Guideline following Large Language Model for Information Extraction☆441Oct 27, 2024Updated last year
- 中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集，以及中文预训练模型 、词向量、实体识别综述等。☆774Jul 4, 2025Updated 11 months ago
- Unified Structure Generation for Universal Information Extraction☆957Jul 30, 2022Updated 3 years ago
- ☆36Nov 28, 2025Updated 6 months ago
- [ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆60Mar 20, 2024Updated 2 years ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,204Mar 2, 2026Updated 3 months ago
- 雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)☆321Aug 8, 2024Updated last year
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆216Jan 9, 2025Updated last year
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,424Jul 19, 2025Updated 11 months 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.
- [COLING 2025] Official Repo for Paper "Beyond Boundaries: Learning Universal Entity Taxonomy across Datasets and Languages for Open Named…☆28Feb 5, 2026Updated 4 months ago
- ☆85Sep 14, 2024Updated last year
- ☆277Apr 26, 2023Updated 3 years ago
- code for ACL 2023 paper 'Event Extraction as Question Generation and Answering'☆24Aug 13, 2023Updated 2 years ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆134Jan 17, 2024Updated 2 years ago
- LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction (ACL 2…☆15Aug 12, 2024Updated last year
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆47Apr 12, 2024Updated 2 years ago
- PaddleNLP UIE模型的PyTorch版实现☆704Aug 13, 2023Updated 2 years ago
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆56Nov 4, 2024Updated last year
- 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.
- CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model☆25Apr 27, 2024Updated 2 years ago
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆41Dec 14, 2025Updated 6 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆408Dec 23, 2024Updated last year
- Awesome papers about unifying LLMs and KGs☆2,599May 2, 2025Updated last year
- Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose …☆106May 28, 2025Updated last year
- 信息抽取相关论文。☆77Apr 13, 2023Updated 3 years ago
- [ACL 2024 Findings] The code for Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction☆23Nov 4, 2024Updated last year
- Code of the Grounded MUIE model, REAMO☆10Dec 3, 2024Updated last year
- A comprehensive, unified and modular event extraction toolkit.☆407Dec 18, 2024Updated last year
- 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.
- ☆375Dec 4, 2023Updated 2 years ago
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆91Aug 26, 2023Updated 2 years ago
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,421Sep 29, 2023Updated 2 years ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆72,107Jun 10, 2026Updated last week
- An open-source and powerful Information Extraction toolkit based on GPT (GPT for Information Extraction; GPT4IE for short)。Note: we set a…☆175May 24, 2023Updated 3 years ago
- Retrieval and Retrieval-augmented LLMs☆11,834Apr 22, 2026Updated last month
- ☆2,136May 8, 2024Updated 2 years ago