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The Top 23 Event Extraction Open Source Projects

Open source projects categorized as Event Extraction
Categories > Event Extraction
Eventextractionpapers ⭐ 500
A list of NLP resources focused on event extraction task
most recent commit a year ago
Chatie ⭐ 460
official repository for ChatIE paper and a tool of IE using ChatGPT. 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 the speed/model will be slow/overloaded.)
most recent commit 8 months ago
Giveme5w1h ⭐ 451
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
total releases 15most recent commit a year ago
Marktool ⭐ 321
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
most recent commit 2 years ago
Openue ⭐ 310
OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)
total releases 17most recent commit 2 years ago
Omnievent ⭐ 254
A comprehensive, unified and modular event extraction toolkit.
total releases 5most recent commit 6 months ago
Awesome Llm4ie Papers ⭐ 210
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
most recent commit 3 months ago
Docee ⭐ 199
🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.
most recent commit 8 months ago
Autokg ⭐ 155
Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".
most recent commit 5 months ago
Gollie ⭐ 155
Guideline following Large Language Model for Information Extraction
most recent commit 4 months ago
Chatgpt_for_ie ⭐ 129
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
most recent commit 5 months ago
Evaluation Of Chatgpt On Information Extraction ⭐ 100
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).
most recent commit 3 months ago
Gpt4ie ⭐ 97
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.
most recent commit a year ago
Low Resource Kepapers ⭐ 93
A Paper List of Low-resource Information Extraction
most recent commit 4 months ago
Gen Arg ⭐ 92
Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'
most recent commit a year ago
Ace2005 Preprocessing ⭐ 90
ACE 2005 corpus preprocessing for Event Extraction task
most recent commit 4 years ago
Bert Event Extraction ⭐ 80
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
most recent commit 4 years ago
Generative_kg_construction_papers ⭐ 74
Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".
most recent commit 10 months ago
Pointernet_chinese_information_extraction ⭐ 56
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。
most recent commit a year ago
Event Extraction Paper ⭐ 55
Papers from top conferences and journals for event extraction in recent years
most recent commit 3 years ago
Awesome_information_extraction ⭐ 55
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
most recent commit a year ago
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6most recent commit 2 years ago
Iedatasets ⭐ 38
Information extraction dataset zoo.
most recent commit 2 years ago
The 6 Latest Releases In Event Extraction Open Source Projects
Omnievent ⭐ 254
A comprehensive, unified and modular event extraction toolkit.
total releases 5latest release July 19, 2023most recent commit 6 months ago
Cogie ⭐ 43
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
total releases 6latest release August 28, 2022most recent commit 2 years ago
Parstdex ⭐ 22
A package that extracts Persian time and date markers by applying regexes.
total releases 18latest release July 25, 2022most recent commit a year ago
Giveme5w ⭐ 15
Extraction of the five journalistic W-questions (5W) from news articles
total releases 2latest release May 07, 2018most recent commit 6 years ago
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