GitHub topics: event-extraction
hitz-zentroa/GoLLIE
Guideline following Large Language Model for Information Extraction
Language: Python - Size: 10.8 MB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 380 - Forks: 26
Sameerk40141/agent-guides
Comprehensive guides and tools for Claude Code workflows, custom commands, and AI-assisted development. Enhance your coding skills with practical resources! 🛠️📚
Language: Python - Size: 43.9 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0
zjunlp/AutoKG
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Language: Python - Size: 38.7 MB - Last synced at: 14 days ago - Pushed at: 5 months ago - Stars: 433 - Forks: 38
zjunlp/OneKE
[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
Language: HTML - Size: 23 MB - Last synced at: 14 days ago - Pushed at: 23 days ago - Stars: 76 - Forks: 7
pkargupta/epimine
An unsupervised method to automatically detect episodes (significant subevents) and their respective text segments given a key news event corpus.
Language: Python - Size: 16.3 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 6 - Forks: 0
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: Python - Size: 198 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 586 - Forks: 136
FuxiaoLiu/VisualNews-Repository
[EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning
Language: Jupyter Notebook - Size: 6.94 MB - Last synced at: 4 days ago - Pushed at: 11 months ago - Stars: 96 - Forks: 9
THU-KEG/OmniEvent
A comprehensive, unified and modular event extraction toolkit.
Language: Python - Size: 17.3 MB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 378 - Forks: 37
zjunlp/IEPile
[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus
Language: Python - Size: 6.34 MB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 194 - Forks: 18
jinzhuoran/CogIE
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
Language: Python - Size: 343 KB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 68 - Forks: 5
zjunlp/OpenUE
[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text
Language: Python - Size: 78.8 MB - Last synced at: 17 days ago - Pushed at: almost 3 years ago - Stars: 325 - Forks: 59
zjunlp/Low-resource-KEPapers
A Paper List of Low-resource Information Extraction
Size: 205 KB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 130 - Forks: 11
nhungnt7/BKEE
BKEE: Pioneering Event Extraction in the Vietnamese Language
Language: Python - Size: 6.14 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0
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: Python - Size: 5.66 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 815 - Forks: 67
zjunlp/Generative_KG_Construction_Papers
[EMNLP 2022] Generative Knowledge Graph Construction: A Review
Size: 15.8 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 112 - Forks: 7
wutong8023/Awesome_Information_Extraction
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
Language: TeX - Size: 693 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 8
anjanatiha/Event-Extraction-Freq
Event Extraction based on Natural Frequency
Language: Jupyter Notebook - Size: 436 KB - Last synced at: 16 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
xusenlinzy/FastIE
A training and inference framework for open ner and re models! 信息抽取（实体抽取、关系抽取、事件抽取）模型的统一训练和推理框架，包含丰富的开源SOTA模型
Language: Python - Size: 12.7 MB - Last synced at: 23 days ago - Pushed at: 6 months ago - Stars: 9 - Forks: 3
taishan1994/BERT-Event-Extraction
使用bert进行事件抽取。
Language: Python - Size: 32.2 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 44 - Forks: 3
taishan1994/pytorch_bert_event_extraction
基于pytorch+bert的中文事件抽取
Language: Python - Size: 5.81 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 72 - Forks: 4
Spico197/DocEE
🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.
Language: Python - Size: 35.1 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 238 - Forks: 37
DreamInvoker/IE_Paper_Notes
Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).
Size: 15.7 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 4
RunxinXu/GIT
Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.
Language: Python - Size: 35.2 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 105 - Forks: 26
raspberryice/gen-arg
Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'
Language: HTML - Size: 3.59 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 119 - Forks: 30
zjunlp/DeepEE
DeepEE: Deep Event Extraction Algorithm Gallery (基于深度学习的开源中文事件抽取算法汇总)
Language: Python - Size: 26.3 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 5
KomeijiForce/MetaIE
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
Language: Python - Size: 617 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 25 - Forks: 2
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: Python - Size: 761 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 132 - Forks: 11
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: Python - Size: 5.2 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 123 - Forks: 18
kargaranamir/parstdex
A package that extracts Persian time and date markers by applying regexes -- AACL 2022
Language: Python - Size: 674 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 3
neostrange/text2graphs
A Python framework for automating domain-agnostic and domain-specific Knowledge Graphs from unstructured text. Integrates NLP and Neo4j for entity extraction, relationship mapping, and semantic enrichment. Ideal for text mining and analytics, with support for temporal and event tagging.
Language: Jupyter Notebook - Size: 4.66 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 2
zjunlp/AdaKGC
[EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction
Language: Python - Size: 217 KB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 5
quqxui/Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
Size: 1.47 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 754 - Forks: 42
zjunlp/RAP
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
Language: Python - Size: 17.1 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 3
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: HTML - Size: 208 MB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 507 - Forks: 88
Clearailhc/ACE2005-toolkit
Focusing on ACE 2005 data preprocessing, we provide doc-level, sentence-level and BIO-style golden data preprocessing, the only thing you need is the ACE05 row data. Hope you enjoy!😎
Language: Python - Size: 46.6 MB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 37 - Forks: 6
jiangnanboy/triple_event_extract
EventExtraction & TriplesExtraction，复合事件抽取，依存关系三元组抽取
Language: Java - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1
pkuserc/ChatGPT_for_IE
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
Language: Python - Size: 5.78 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 136 - Forks: 7
mdkma/DICE
[ACL'23 main] DICE: Data-Efficient Clinical Event Extraction with Generative Models
Size: 1.52 MB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
zjunlp/SPEECH
[ACL 2023] SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres
Language: Python - Size: 44.6 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1
minhtriet/gas_market
Open-domain Event Extraction and Embedding for Natural Gas Market Prediction
Language: Python - Size: 1.75 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 6
disi-unibo-nlp/ddegk
Implementation of Deep Divergence Event Graph Kernels
Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
pkunlp-icler/IE_Paper_Notes Fork of DreamInvoker/IE_Paper_Notes
Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).
Size: 13.4 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
ej0cl6/TextEE
A standardized, fair, and reproducible benchmark for evaluating event extraction approaches
Language: Python - Size: 19.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 4
shiqinghuayi19/LLMforEvent
This is the public repository of AAAI 2024 paper "Is a Large Language Model a Good Annotator for Event Extraction"
Size: 2.25 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
disi-unibo-nlp/bio-ee-egv
[COLING22] Text-to-Text Extraction and Verbalization of Biomedical Event Graphs
Language: Python - Size: 94 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 0
231sm/Reasoning_In_EE
Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"
Language: Python - Size: 60.5 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 45 - Forks: 16
nlpcl-lab/ace2005-preprocessing
ACE 2005 corpus preprocessing for Event Extraction task
Language: Python - Size: 45.9 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 280 - Forks: 71
BaptisteBlouin/EventExtractionPapers
A list of NLP resources focused on event extraction task
Size: 294 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 547 - Forks: 95
zjunlp/DocED
[ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network
Language: Python - Size: 17.1 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 35 - Forks: 6
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: JavaScript - Size: 411 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 157 - Forks: 15
zjunlp/IEDatasetZoo
Information Extraction Dataset Zoo.
Size: 39.1 KB - Last synced at: 14 days ago - Pushed at: about 3 years ago - Stars: 31 - Forks: 4
pmckim1/Capstone
GWU 2021 Capstone Project- Data Science MS
Language: Jupyter Notebook - Size: 682 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
ll0ruc/event-extraction-paper
Papers from top conferences and journals for event extraction in recent years
Size: 213 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 55 - Forks: 12
ll0ruc/ace2005chinese_preprocess
ACE 2005 corpus preprocessing for Event Extraction task
Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 48 - Forks: 11
ll0ruc/MOGANED
An unofficial code reproduction in the field of event extraction of EMNLP-19 paper "Event Detection with Multi-Order Graph Convolution and Aggregated Attention"
Language: Python - Size: 17 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 21 - Forks: 6
disi-unibo-nlp/easumm
[DATA22 and Springer LNCS] Graph-Enhanced Biomedical Abstractive Summarization via Factual Evidence Extraction
Language: Python - Size: 12.3 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
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: Vue - Size: 854 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 480 - Forks: 83
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: Python - Size: 9.98 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 533 - Forks: 114
nlpcl-lab/bert-event-extraction
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
Language: Python - Size: 48.8 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 305 - Forks: 50
houking-can/CCKS2019-Task5
CCKS2019评测任务五-公众公司公告信息抽取，第3名
Language: Python - Size: 54.4 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 123 - Forks: 26
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: Python - Size: 25.2 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 149 - Forks: 25
zxlzr/IEDatasets
Information extraction dataset zoo.
Size: 84 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 43 - Forks: 7
fhamborg/Giveme5W 📦
Extraction of the five journalistic W-questions (5W) from news articles
Language: Python - Size: 20.6 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 4
RingBDStack/GDAP
Code for "Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works" (ICASSP 2022)
Language: Python - Size: 82 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 51 - Forks: 4
Clearailhc/KG-NLP-Papers
Including Knowledge Graph and Neural Language Processing (especially information extraction) papers from 20 top conferences:
Size: 81.6 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 2
pramodatre/trafficanalytics
Repository for code accompanying the journal paper Extracting City Traffic Events from Social Streams. ACM Trans. Intell. Syst. Technol. 6, 4, Article 43 (July 2015), 27 pages.
Language: Jupyter Notebook - Size: 15 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0
zyocum/ptllm-events-extraction
Demonstration of using OpenAI's pre-trained LLMs for the linguistic annotation task of event extraction.
Language: Shell - Size: 24.4 KB - Last synced at: 8 days ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1
CogComp/Zeroshot-Event-Extraction
Zero-shot Event Extraction - This is the code repository for ACL2021 paper: Zero-shot Event Extraction via Transfer Learning: Challenges and Insights.
Language: Python - Size: 2.55 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
gabyarte/event-extraction-small-corpus
Event extraction on legal domain´s small corpus using Large Language Models. Specifically, on the Spanish Workers' Statutes
Language: Jupyter Notebook - Size: 1.41 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
elliotxx/EventExtractByNovel
【NLP】基于SVM的网络小说事件类型识别
Language: Python - Size: 6.18 MB - Last synced at: 26 days ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 0
PlusLabNLP/GEANet-BioMed-Event-Extraction
Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs
Language: Python - Size: 175 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 54 - Forks: 11
zxlzr/Low-resource_KBP
Some papers on low-resource knowledge base population. (mostly from 2018 to 2020)
Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 20 - Forks: 0
CogComp/KAIROS-Event-Extraction
Event Extraction
Language: Python - Size: 165 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 3
YerevaNN/zsee
Zero Shot Event Extraction - Making pretrained sentence encoders more multilingual and language-agnostic. Works best (at the moment) with YerevaNN's internal version of allennlp.
Language: Python - Size: 206 KB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1
EmanuelaBoros/EventExtractionPapers Fork of BaptisteBlouin/EventExtractionPapers
A list of NLP resources focused on event extraction task
Size: 290 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1
PlusLabNLP/EventPlus
[NAACL'21 Demo] EventPlus: a temporal event understanding pipeline that integrates various state-of-the-art event understanding components including event trigger and type detection, event argument detection, event duration and temporal relation extraction
Language: Python - Size: 8.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 11
hubojing/Information-Extraction-Papers
信息抽取相关论文。
Size: 143 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 3
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: Python - Size: 38.1 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 54 - Forks: 10
akshayakp97/TL-DR
An end-to-end event extraction and summarization system.
Language: Jupyter Notebook - Size: 67.7 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 2
prit2596/NLP-Template-Extraction
Template Extraction from unstructured Wikipedia text using NLP techniques.
Language: Jupyter Notebook - Size: 4.49 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 7
RicardoL1u/PaddleEE
Event Extraction for PaddlePaddle 采用百度飞桨的MRC事件抽取模型
Language: Python - Size: 4.91 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
cosbi-research/beesl
Biomedical Event Extraction exhibiting first industry-level performances in quality and speed
Language: Roff - Size: 14.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 3
sumehta/FBMA
Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"
Language: Python - Size: 57.6 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 3
lx865712528/concrete-ingesters-acex3
concrete ingesters for ACE Event Extraction data
Language: Java - Size: 38.1 KB - Last synced at: 9 days ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 3
P-KB-O/bio-ee-baseline
biomedical event extraction
Language: Python - Size: 142 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
P-KB-O/ee-baseline
some EE baseline
Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
Shubhammawa/CS60057
Assignments and projects for the course: Speech and Natural Language Processing
Language: Jupyter Notebook - Size: 9.51 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1
wutong8023/bibtex_Tong
Language: TeX - Size: 405 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0