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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 121–130 of 446 papers

Title	Date	Tasks	Status	Hype
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	0
Adapting the PULS event extraction framework to analyze Russian text	Aug 1, 2013	Event Extraction	—Unverified	0
DocEE: A Large-Scale Dataset for Document-level Event Extraction	Sep 17, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	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
Document-Level Event Argument Extraction via Optimal Transport	May 1, 2022	Event Argument ExtractionEvent Extraction	—Unverified	0
Crime event localization and deduplication	Nov 1, 2020	ArticlesEvent Extraction	—Unverified	0
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos	May 14, 2025	Action DetectionDecoder	—Unverified	0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction	Dec 5, 2023	Event Extractiongraph construction	—Unverified	0
Contrastive Event Extraction Using Video Enhancements	Jan 20, 2022	Event ExtractionSentence	—Unverified	0
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models	Oct 12, 2024	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