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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 91–100 of 446 papers

Title	Date	Tasks	Status	Hype
A Novel Joint Framework for Multiple Chinese Events Extraction	Oct 1, 2020	Event ExtractionLanguage Modeling	—Unverified	0
Biomedical Event Extraction as Sequence Labeling	Nov 1, 2020	Event ExtractionMulti-Task Learning	—Unverified	0
Advancing Chinese biomedical text mining with community challenges	Mar 7, 2024	AttributeAttribute Extraction	—Unverified	0
DEGREE: A Data-Efficient Generation-Based Event Extraction Model	Jan 16, 2022	Event ExtractionSentence	—Unverified	0
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction	Oct 16, 2023	Domain AdaptationEvent Extraction	—Unverified	0
Cross-lingual Structure Transfer for Zero-resource Event Extraction	May 1, 2020	Cross-Lingual TransferEvent Extraction	—Unverified	0
Bilingual Event Extraction: a Case Study on Trigger Type Determination	Jun 1, 2014	Event ExtractionInformation Retrieval	—Unverified	0
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction	Apr 11, 2020	Active LearningDecision Making	—Unverified	0
Cross-lingual Structure Transfer for Relation and Event Extraction	Nov 1, 2019	Event ExtractionRelation	—Unverified	0
Cross-genre Event Extraction with Knowledge Enrichment	Jun 1, 2016	Event Extraction	—Unverified	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