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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
Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora	Jul 1, 2015	Event Extraction	—Unverified	0
Using word embedding for bio-event extraction	Jul 1, 2015	Event ExtractionLanguage Modelling	—Unverified	0
A Domain-independent Rule-based Framework for Event Extraction	Jul 1, 2015	Event Extraction	—Unverified	0
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing	Jun 10, 2015	Abstract Meaning RepresentationAMR Parsing	—Unverified	0
Event Extraction as Frame-Semantic Parsing	Jun 1, 2015	Event ExtractionSemantic Parsing	—Unverified	0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection	Jun 1, 2015	AttributeEvent Extraction	—Unverified	0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers	May 1, 2015	coreference-resolutionCoreference Resolution	—Unverified	0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data	May 1, 2015	ArticlesEvent Extraction	—Unverified	0
Grounded Semantic Parsing for Complex Knowledge Extraction	May 1, 2015	ClusteringEvent Extraction	—Unverified	0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions	Mar 5, 2015	Dynamic Topic ModelingEvent 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