SOTAVerified|Agents Browse Leaderboard About

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 91–100 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Giveme5W1H: A Universal System for Extracting Main Events from News Articles	Sep 6, 2019	ArticlesClustering	CodeCode Available	0	5
An improved neural network model for joint POS tagging and dependency parsing	Jul 11, 2018	Dependency ParsingEvent Extraction	CodeCode Available	0	5
Cross-context News Corpus for Protest Events related Knowledge Base Construction	Aug 1, 2020	Active LearningArticles	CodeCode Available	0	5
Global Constraints with Prompting for Zero-Shot Event Argument Classification	Feb 9, 2023	Event ExtractionLanguage Modeling	CodeCode Available	0	5
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study	Feb 24, 2024	Data AugmentationEvent Extraction	CodeCode Available	0	5
Exploiting Data Characteristics for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	CodeCode Available	0	5
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway	Jul 7, 2017	BIG-bench Machine LearningEvent Extraction	CodeCode Available	0	5
Event-Keyed Summarization	Feb 10, 2024	Document-level Event ExtractionEvent Extraction	CodeCode Available	0	5
Continual Event Extraction with Semantic Confusion Rectification	Oct 24, 2023	Event ExtractionSentence	CodeCode Available	0	5
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering	May 1, 2022	Event ExtractionKnowledge Base Population	CodeCode Available	0	5

Show:10 25 50

← PrevPage 10 of 45Next →

All datasets ACE2005 GENIA .Cancer Genetics 2013 (CG)Epigenetics and Post-translational Modifications 2011 (EPI)GENIA 2013 Infectious Diseases 2011 (ID)Multi-Level Event Extraction (MLEE)Pathway Curation 2013 (PC)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DeepStruct multi-task	Argument Cl	63.9	—	Unverified
2	DeepStruct multi-task w/ finetune	Argument Cl	56.2	—	Unverified
3	Text2Event - T5-large	Argument Cl	53.8	—	Unverified
4	Text2Event - T5-base	Argument Cl	49.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	63.96	—	Unverified
2	GEANet-SciBERT	F1	60.06	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	11	0L	1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	65.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	56.72	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	57.72	—	Unverified