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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 291–300 of 446 papers

Title	Date	Tasks	Status	Hype
DeepEventMine: end-to-end neural nested event extraction from biomedical texts	Jun 17, 2020	Event ExtractionSentence	CodeCode Available	1
Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features	Jun 2, 2020	Event Extraction	—Unverified	0
Repr\'esentation dynamique et sp\'ecifique du contexte textuel pour l'extraction d'\'ev\'enements (Dynamic and specific textual context representation for event extraction)	Jun 1, 2020	Event Extraction	—Unverified	0
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding	May 13, 2020	Document-level Event ExtractionEvent Extraction	CodeCode Available	1
Automated Extraction of Socio-political Events from News (AESPEN): Workshop and Shared Task Report	May 12, 2020	Event ExtractionSentence	—Unverified	0
Multitask Models for Supervised Protests Detection in Texts	May 6, 2020	Event ExtractionSentence	—Unverified	0
Cross-media Structured Common Space for Multimedia Event Extraction	May 5, 2020	ArticlesEvent Extraction	—Unverified	0
Construct a Sense-Frame Aligned Predicate Lexicon for Chinese AMR Corpus	May 1, 2020	Abstract Meaning RepresentationEvent Extraction	—Unverified	0
A Dataset for Multi-lingual Epidemiological Event Extraction	May 1, 2020	ArticlesEvent Extraction	—Unverified	0
NoEl: An Annotated Corpus for Noun Ellipsis in English	May 1, 2020	Event ExtractionInformation Retrieval	—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