event-extraction

There are 95 repositories under event-extraction topic.

  • quqxui/Awesome-LLM4IE-Papers

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

    1k19060

  • cocacola-lab/ChatIE

    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)

    Language:Python82562267

  • murray-z/text_analysis_tools

    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）

    Language:Python72185123

  • FXLP/MarkTool

    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。

    Language:Vue6181318101

  • zhang17173/Event-Extraction

    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

    Language:Python597159135

  • BaptisteBlouin/EventExtractionPapers

    A list of NLP resources focused on event extraction task

    57123195

  • fhamborg/Giveme5W1H

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

    Language:HTML525246888

  • zjunlp/AutoKG

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

    Language:Python45011839
  • GoLLIE

    hitz-zentroa/GoLLIE

    Guideline following Large Language Model for Information Extraction

    Language:Python39581928

  • THU-KEG/OmniEvent

    A comprehensive, unified and modular event extraction toolkit.

    Language:Python393103436

  • nlpcl-lab/bert-event-extraction

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

    Language:Python34361852

  • zjunlp/OpenUE

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

    Language:Python324102559

  • nlpcl-lab/ace2005-preprocessing

    ACE 2005 corpus preprocessing for Event Extraction task

    Language:Python29742371

  • Spico197/DocEE

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

    Language:Python23958937

  • zjunlp/IEPile

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

    Language:Python20063818

  • cocacola-lab/GPT4IE

    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.

    Language:JavaScript1733616

  • Hanlard/Transformer-based-pretrained-model-for-event-extraction

    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

    Language:Python15911325

  • pkuserc/ChatGPT_for_IE

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

    Language:Python1441039

  • FreedomIntelligence/Evaluation-of-ChatGPT-on-Information-Extraction

    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).

    Language:Python1328611

  • zjunlp/Low-resource-KEPapers

    A Paper List of Low-resource Information Extraction

    1316011

  • taishan1994/PointerNet_Chinese_Information_Extraction

    利用指针网络进行信息抽取，包含命名实体识别、关系抽取、事件抽取。

    Language:Python1291818

  • houking-can/CCKS2019-Task5

    CCKS2019评测任务五-公众公司公告信息抽取，第3名

    Language:Python1222226

  • raspberryice/gen-arg

    Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'

    Language:HTML11963230

  • zjunlp/Generative_KG_Construction_Papers

    [EMNLP 2022] Generative Knowledge Graph Construction: A Review

    112707

  • zjunlp/OneKE

    [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.

    Language:HTML1126614

  • RunxinXu/GIT

    Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.

    Language:Python1056926

  • FuxiaoLiu/VisualNews-Repository

    [EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning

    Language:Jupyter Notebook941469

  • Jianwei-Lv/chinese-event-extraction-pytorch

    一个简单的中文事件抽取模型，触发词和实体联合标注识别，同时判定实体角色。

    Language:Python741913

  • hubojing/Information-Extraction-Papers

    信息抽取相关论文。

    73309

  • wutong8023/Awesome_Information_Extraction

    Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.

    Language:TeX72408

  • taishan1994/pytorch_bert_event_extraction

    基于pytorch+bert的中文事件抽取

    Language:Python71174

  • jinzhuoran/CogIE

    CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

    Language:Python69365

  • PlusLabNLP/GEANet-BioMed-Event-Extraction

    Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

    Language:Python613312

  • ll0ruc/event-extraction-paper

    Papers from top conferences and journals for event extraction in recent years

    583011

  • ej0cl6/TextEE

    A standardized, fair, and reproducible benchmark for evaluating event extraction approaches

    Language:Python513813

  • RingBDStack/GDAP

    Code for "Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works" (ICASSP 2022)

    Language:Python51384