Unified Structure Generation for Universal Information Extraction
☆954Jul 30, 2022Updated 3 years ago
Alternatives and similar repositories for UIE
Users that are interested in UIE are comparing it to the libraries listed below
Sorting:
- PaddleNLP UIE模型的PyTorch版实现☆683Aug 13, 2023Updated 2 years ago
- Universal information extraction with instruction learning☆393Feb 28, 2025Updated last year
- DeepIE: Deep Learning for Information Extraction☆1,943Dec 9, 2022Updated 3 years ago
- Source code for "Packed Levitated Marker for Entity and Relation Extraction"☆270May 3, 2023Updated 2 years ago
- Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification☆551Jul 14, 2022Updated 3 years ago
- 全局指针统一处理嵌套与非嵌套NER的Pytorch实现☆411Mar 23, 2023Updated 2 years ago
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆219Jul 12, 2022Updated 3 years ago
- ☆470Mar 25, 2021Updated 4 years ago
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆828May 28, 2024Updated last year
- 🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.☆240Sep 5, 2023Updated 2 years ago
- Easy-to-use and powerful LLM and SLM library with awesome model zoo.☆12,916Dec 17, 2025Updated 2 months ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆679Jun 12, 2023Updated 2 years ago
- Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)☆2,234Mar 11, 2023Updated 2 years ago
- code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer☆1,004May 10, 2022Updated 3 years ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆810Jul 7, 2022Updated 3 years ago
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,328Jul 19, 2025Updated 7 months ago
- Span-based system for named entity, relation, and event extraction.☆593Jun 18, 2024Updated last year
- 2015年以来基于深度学习方法的事件抽取论文整理☆630Jan 26, 2023Updated 3 years ago
- ☆57Dec 18, 2022Updated 3 years ago
- Knowledge Graph☆176Aug 19, 2022Updated 3 years ago
- 科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统☆537Dec 29, 2020Updated 5 years ago
- 中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard☆4,232Feb 6, 2026Updated last month
- [ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction☆809Sep 15, 2020Updated 5 years ago
- Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）☆10,177Jul 15, 2025Updated 7 months ago
- 基于GlobalPointer的实体/关系/事件抽取☆151Feb 21, 2022Updated 4 years ago
- Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo☆3,106May 9, 2024Updated last year
- An Open-sourced Knowledgable Large Language Model Framework.☆1,375Jan 11, 2025Updated last year
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,644Oct 16, 2024Updated last year
- ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SF…☆2,409Sep 29, 2023Updated 2 years ago
- 近年来事件抽取方法总结，包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型，DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法☆773Aug 23, 2022Updated 3 years ago
- 一键中文数据增强包 ； NLP数据增强、bert数据增 强、EDA：pip install nlpcda☆1,879Mar 18, 2025Updated 11 months ago
- CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition☆1,520Nov 21, 2022Updated 3 years ago
- CMeIE/CBLUE/CHIP/实体关系抽取/SPO抽取☆238Jun 15, 2022Updated 3 years ago
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,281Oct 16, 2024Updated last year
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,052Nov 18, 2024Updated last year
- An Open-Source Framework for Prompt-Learning.☆4,827Jul 16, 2024Updated last year
- 机器阅读理解 冠军/亚军代码及中文预训练MRC模型☆743Nov 19, 2022Updated 3 years ago
- 北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。☆470Apr 29, 2022Updated 3 years ago
- An Open-Source Package for Neural Relation Extraction (NRE)☆4,449Jan 10, 2024Updated 2 years ago