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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 391–400 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction	Jul 1, 2012	Event Extraction	—Unverified	0	0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction	Aug 1, 2014	Event Extraction	—Unverified	0	0
Employing Morphological Structures and Sememes for Chinese Event Extraction	Dec 1, 2012	Event Extraction	—Unverified	0	0
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training	Jul 1, 2020	Event ExtractionTransfer Learning	—Unverified	0	0
End-to-end Clinical Event Extraction from Chinese Electronic Health Record	Aug 19, 2022	Event ExtractionPosition	—Unverified	0	0
English Event Detection With Translated Language Features	Jul 1, 2017	Event DetectionEvent Extraction	—Unverified	0	0
Enhancing Event Extraction from Short Stories through Contextualized Prompts	Dec 14, 2024	ArticlesEvent Detection	—Unverified	0	0
Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features	Jun 2, 2020	Event Extraction	—Unverified	0	0
Event-Driven Learning of Systematic Behaviours in Stock Markets	Oct 23, 2020	Event ExtractionOpen Information Extraction	—Unverified	0	0
Event Extraction as Frame-Semantic Parsing	Jun 1, 2015	Event ExtractionSemantic Parsing	—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