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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 321–330 of 446 papers

Title	Date	Tasks	Status	Hype	Score
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection	Oct 22, 2019	Dependency ParsingEvent Detection	—Unverified	0	0
A Simple Bayesian Modelling Approach to Event Extraction from Twitter	Jun 1, 2014	Event Extraction	—Unverified	0	0
ATM:Adversarial-neural Topic Model	Nov 1, 2018	ArticlesEvent Extraction	—Unverified	0	0
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction	Dec 17, 2021	Document-level Event ExtractionEvent Argument Extraction	—Unverified	0	0
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report	May 12, 2020	Event ExtractionSentence	—Unverified	0	0
Automatically Labeled Data Generation for Large Scale Event Extraction	Jul 1, 2017	Event ExtractionKnowledge Base Population	—Unverified	0	0
Automatic Event Extraction with Structured Preference Modeling	Jul 1, 2012	Event Extraction	—Unverified	0	0
Automatic extraction of personal events from dialogue	Jul 1, 2020	Event Extraction	—Unverified	0	0
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models	Oct 12, 2024	Event Extraction	—Unverified	0	0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction	Dec 5, 2023	Event Extractiongraph construction	—Unverified	0	0

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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