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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 401–410 of 446 papers

Title	Date	Tasks	Status	Hype
Identifying chronological and coherent information threads using 5W1H questions and temporal relationships	Jan 18, 2023	ArticlesEvent Extraction	CodeCode Available	0
Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction	Nov 17, 2021	AttributeBinary Relation Extraction	CodeCode Available	0
Whats New? Identifying the Unfolding of New Events in Narratives	Feb 15, 2023	Event ExtractionSentence	CodeCode Available	0
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT	Jun 10, 2021	Event Extraction	CodeCode Available	0
Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies	May 19, 2021	Event ExtractionPharmacovigilance	CodeCode Available	0
Continual Event Extraction with Semantic Confusion Rectification	Oct 24, 2023	Event ExtractionSentence	CodeCode Available	0
Towards Event Extraction from Speech with Contextual Clues	Jan 27, 2024	Event Extractionspeech-recognition	CodeCode Available	0
Multilingual Event Extraction from Historical Newspaper Adverts	May 18, 2023	Event ExtractionMachine Translation	CodeCode Available	0
Wikipedia graph mining: dynamic structure of collective memory	Oct 1, 2017	ArticlesEvent Extraction	CodeCode Available	0
A Survey of Video Datasets for Grounded Event Understanding	Jun 14, 2024	Common Sense ReasoningEvent Extraction	CodeCode Available	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