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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 411–420 of 446 papers

Title	Date	Tasks	Status	Hype
Exploiting Parallel News Streams for Unsupervised Event Extraction	Jan 1, 2015	ArticlesEvent Extraction	—Unverified	0
Unsupervised Biographical Event Extraction Using Wikipedia Traffic	Nov 1, 2014	Event Extraction	—Unverified	0
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts	Oct 1, 2014	Event Extraction	—Unverified	0
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features	Oct 1, 2014	Event Extraction	—Unverified	0
Comparable Study of Event Extraction in Newswire and Biomedical Domains	Aug 1, 2014	Event ExtractionNamed Entity Recognition (NER)	—Unverified	0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction	Aug 1, 2014	Event Extraction	—Unverified	0
A Simple Bayesian Modelling Approach to Event Extraction from Twitter	Jun 1, 2014	Event Extraction	—Unverified	0
Bilingual Event Extraction: a Case Study on Trigger Type Determination	Jun 1, 2014	Event ExtractionInformation Retrieval	—Unverified	0
Computational Narratology: Extracting Tense Clusters from Narrative Texts	May 1, 2014	Event ExtractionMorphological Tagging	—Unverified	0
A Large Scale Database of Strongly-related Events in Japanese	May 1, 2014	Common Sense Reasoningcoreference-resolution	—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