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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 141–150 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Enhancing Event-Level Sentiment Analysis with Structured Arguments	May 31, 2022	Event ExtractionSentiment Analysis	CodeCode Available	0	5
AD3: Attentive Deep Document Dater	Jan 21, 2019	Document DatingEvent Extraction	CodeCode Available	0	5
Enhancing biomedical word embeddings by retrofitting to verb clusters	Aug 1, 2019	Event ExtractionRelation	CodeCode Available	0	5
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway	Jul 7, 2017	BIG-bench Machine LearningEvent Extraction	CodeCode Available	0	5
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction	Apr 1, 2021	coreference-resolutionCoreference Resolution	CodeCode Available	0	5
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction	Oct 18, 2022	Event Extraction	CodeCode Available	0	5
Exploiting Data Characteristics for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	CodeCode Available	0	5
HMEAE: Hierarchical Modular Event Argument Extraction	Nov 1, 2019	Event Argument ExtractionEvent Extraction	CodeCode Available	0	5
Multilingual Event Extraction from Historical Newspaper Adverts	May 18, 2023	Event ExtractionMachine Translation	CodeCode Available	0	5
Document-Level Event Argument Extraction via Optimal Transport	May 1, 2022	Event Argument ExtractionEvent Extraction	—Unverified	0	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