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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 251–260 of 446 papers

Title	Date	Tasks	Status	Hype	Score
SemEval-2010 Task 13: TempEval-2	Jul 1, 2010	Event ExtractionRelation	—Unverified	0	0
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations	Jun 1, 2013	Event ExtractionRelation Classification	—Unverified	0	0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech	Aug 1, 2013	Event Extraction	—Unverified	0	0
Semi-Supervised Event Extraction with Paraphrase Clusters	Aug 26, 2018	ArticlesEvent Extraction	—Unverified	0	0
Semi-supervised New Event Type Induction and Event Detection	Nov 1, 2020	Event DetectionEvent Extraction	—Unverified	0	0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention	Nov 16, 2021	Event Extraction	—Unverified	0	0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention	Feb 12, 2022	Event Extraction	—Unverified	0	0
5W1H Extraction With Large Language Models	May 25, 2024	Domain AdaptationEvent Extraction	—Unverified	0	0
Sieve-based Coreference Resolution in the Biomedical Domain	Mar 11, 2016	coreference-resolutionCoreference Resolution	—Unverified	0	0
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction	Jun 30, 2016	BIG-bench Machine LearningEvent Extraction	—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