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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 181–190 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Cross-lingual Structure Transfer for Zero-resource Event Extraction	May 1, 2020	Cross-Lingual TransferEvent Extraction	—Unverified	0	0
Bilingual Event Extraction: a Case Study on Trigger Type Determination	Jun 1, 2014	Event ExtractionInformation Retrieval	—Unverified	0	0
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction	Apr 11, 2020	Active LearningDecision Making	—Unverified	0	0
Cross-lingual Structure Transfer for Relation and Event Extraction	Nov 1, 2019	Event ExtractionRelation	—Unverified	0	0
Cross-genre Event Extraction with Knowledge Enrichment	Jun 1, 2016	Event Extraction	—Unverified	0	0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction	May 1, 2020	Domain AdaptationEdge Detection	—Unverified	0	0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification	Dec 7, 2020	Event ExtractionGeneral Classification	—Unverified	0	0
A Domain-independent Rule-based Framework for Event Extraction	Jul 1, 2015	Event Extraction	—Unverified	0	0
Adapting the PULS event extraction framework to analyze Russian text	Aug 1, 2013	Event Extraction	—Unverified	0	0
Active Learning for Event Extraction with Memory-based Loss Prediction Model	Nov 26, 2021	Active 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