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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 421–430 of 446 papers

Title	Date	Tasks	Status	Hype
Computational Narratology: Extracting Tense Clusters from Narrative Texts	May 1, 2014	Event ExtractionMorphological Tagging	—Unverified	0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction	Apr 1, 2014	Event ExtractionGeneral Classification	—Unverified	0
Event Extraction for Balkan Languages	Apr 1, 2014	Entity Extraction using GANEvent Extraction	—Unverified	0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech	Aug 1, 2013	Event Extraction	—Unverified	0
Joint Event Extraction via Structured Prediction with Global Features	Aug 1, 2013	Event ExtractionStructured Prediction	—Unverified	0
Adapting the PULS event extraction framework to analyze Russian text	Aug 1, 2013	Event Extraction	—Unverified	0
The Genia Event Extraction Shared Task, 2013 Edition - Overview	Aug 1, 2013	Event Extraction	—Unverified	0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities	Aug 1, 2013	Event ExtractionGeneral Classification	—Unverified	0
EVEX in ST'13: Application of a large-scale text mining resource to event extraction and network construction	Aug 1, 2013	Event Extraction	—Unverified	0
Improving Feature-Based Biomedical Event Extraction System by Integrating Argument Information	Aug 1, 2013	Event ExtractionNamed Entity Recognition (NER)	—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