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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 101–110 of 446 papers

Title	Date	Tasks	Status	Hype
Cross-genre Event Extraction with Knowledge Enrichment	Jun 1, 2016	Event Extraction	—Unverified	0
Cross-media Structured Common Space for Multimedia Event Extraction	May 5, 2020	ArticlesEvent Extraction	—Unverified	0
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification	Dec 7, 2020	Event ExtractionGeneral Classification	—Unverified	0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction	May 1, 2020	Domain AdaptationEdge Detection	—Unverified	0
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach	May 1, 2022	Decision MakingEvent Extraction	—Unverified	0
Biomedical Event Extraction as Sequence Labeling	Nov 1, 2020	Event ExtractionMulti-Task Learning	—Unverified	0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction	Jun 18, 2024	Conformal PredictionEvent Detection	—Unverified	0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs	Jun 3, 2024	Decision MakingEvent Argument Extraction	—Unverified	0
A Domain-independent Rule-based Framework for Event Extraction	Jul 1, 2015	Event Extraction	—Unverified	0
Adapting the PULS event extraction framework to analyze Russian text	Aug 1, 2013	Event 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