Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

• UpdatedNov 18, 2024

The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)

• UpdatedMay 28, 2024
• Python

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

• UpdatedOct 3, 2023
• Python

DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持迭代标注、嵌套实体标注和嵌套事件标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验、自动合并和手动调整，提高了标注结果的准确率。

• UpdatedNov 10, 2023
• Vue

基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

• UpdatedJun 17, 2025
• Python

A list of NLP resources focused on event extraction task

• UpdatedMar 20, 2024

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

• UpdatedOct 25, 2024
• HTML

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

• UpdatedJan 14, 2025
• Python

Guideline following Large Language Model for Information Extraction

• UpdatedOct 27, 2024
• Python

A comprehensive, unified and modular event extraction toolkit.

• UpdatedDec 18, 2024
• Python

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

• UpdatedDec 23, 2019
• Python

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

• UpdatedSep 19, 2022
• Python

ACE 2005 corpus preprocessing for Event Extraction task

• UpdatedJan 30, 2020
• Python

🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.

• UpdatedSep 5, 2023
• Python

[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

• UpdatedJan 9, 2025
• Python

An open-source and powerful Information Extraction toolkit based on GPT (GPT for Information Extraction; GPT4IE for short)。Note: we set a default openai key in the tool, you can tell us if the key reach the limit.

• UpdatedMay 24, 2023
• JavaScript

使用基于Transformer的预训练模型在ACE2005数据集上进行事件抽取任务

• UpdatedFeb 29, 2020
• Python

Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

• UpdatedAug 17, 2024
• Python

An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

• UpdatedJan 17, 2024
• Python

A Paper List of Low-resource Information Extraction

• UpdatedNov 16, 2024