Universal information extraction with instruction learning
☆398Feb 28, 2025Updated last year
Alternatives and similar repositories for InstructUIE
Users that are interested in InstructUIE 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…☆849May 28, 2024Updated 2 years ago
- Unified Structure Generation for Universal Information Extraction☆955Jul 30, 2022Updated 4 years 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)☆318Aug 8, 2024Updated 2 years ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,386Jan 11, 2025Updated last year
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,065Nov 18, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆214Jan 9, 2025Updated last year
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆42Dec 14, 2025Updated 10 months ago
- 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
- Universal Information Extraction, codes for the NeurIPS-2022 paper: Unifying Information Extraction with Latent Adaptive Structure-aware …☆55Jun 14, 2023Updated 3 years ago
- PaddleNLP UIE模型的PyTorch版实现☆709Aug 13, 2023Updated 3 years ago
- Guideline following Large Language Model for Information Extraction☆444Oct 27, 2024Updated 2 years ago
- A comprehensive, unified and modular event extraction toolkit.☆412Dec 18, 2024Updated last year
- ☆21May 22, 2023Updated 3 years ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆133Jan 17, 2024Updated 2 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.
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,489Jul 13, 2026Updated 3 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆407Dec 23, 2024Updated last year
- ☆281Apr 26, 2023Updated 3 years ago
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆57Nov 4, 2024Updated 2 years ago
- This is the code repo for the paper <UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction>☆16Aug 10, 2023Updated 3 years ago
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆85Jan 16, 2023Updated 3 years ago
- 2015年以来基于深度学习方法的事件抽取论文整理☆629Jan 26, 2023Updated 3 years ago
- [ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆60Mar 20, 2024Updated 2 years ago
- 🪞A powerful toolkit for almost all the Information Extraction tasks.☆121Apr 21, 2025Updated last year
- 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.
- ☆374Dec 4, 2023Updated 2 years ago
- Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification☆559Jul 14, 2022Updated 4 years ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆814Jul 7, 2022Updated 4 years ago
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆55Jan 2, 2024Updated 2 years ago
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆219Jul 12, 2022Updated 4 years ago
- Source code for "Packed Levitated Marker for Entity and Relation Extraction"☆273May 3, 2023Updated 3 years ago
- DeepIE: Deep Learning for Information Extraction☆1,930Dec 9, 2022Updated 3 years ago
- AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models☆452Nov 15, 2023Updated 2 years ago
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,427Sep 29, 2023Updated 3 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.
- 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。☆771Jul 4, 2025Updated last year
- ACL'2022: Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction☆145May 5, 2023Updated 3 years ago
- 中英文信 息抽取数据集整理☆20May 15, 2022Updated 4 years ago
- ChatGLM-6B 指令学习|指令数据|Instruct☆650Apr 10, 2023Updated 3 years ago
- Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)☆2,236Mar 11, 2023Updated 3 years ago
- Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness☆142Aug 17, 2024Updated 2 years ago
- Structured Prediction as Translation between Augmented Natural Languages☆137Feb 2, 2022Updated 4 years ago