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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 331–340 of 446 papers

Title	Date	Tasks	Status	Hype
Joint Modeling of Trigger Identification and Event Type Determination in Chinese Event Extraction	Dec 1, 2012	Event Extraction	—Unverified	0
Joint Multimedia Event Extraction from Video and Article	Sep 27, 2021	Articlescoreference-resolution	—Unverified	0
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction	Aug 1, 2021	Event ExtractionMachine Translation	—Unverified	0
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges	Aug 1, 2021	EthicsEvent Extraction	—Unverified	0
Knowledge Graph Enhanced Event Extraction in Financial Documents	Sep 6, 2021	Event ExtractionGraph Neural Network	—Unverified	0
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents	Jun 1, 2018	ArticlesClustering	—Unverified	0
Language Model Priming for Cross-Lingual Event Extraction	Sep 25, 2021	Event ExtractionLanguage Modeling	—Unverified	0
Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks	Jan 2, 2025	Dependency ParsingEvent Extraction	—Unverified	0
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading	Feb 25, 2019	Entity Extraction using GANEvent Extraction	—Unverified	0
Leveraging Multilingual Training for Limited Resource Event Extraction	Dec 1, 2016	Dependency ParsingEvent Argument 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