SOTAVerified|Agents Browse Leaderboard About

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 211–220 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Event Presence Prediction Helps Trigger Detection Across Languages	Sep 15, 2020	Event DetectionEvent Extraction	—Unverified	0	0
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation	Aug 1, 2021	Abstract Meaning RepresentationEvent Extraction	—Unverified	0	0
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos	May 14, 2025	Action DetectionDecoder	—Unverified	0	0
Forecasting Crude Oil Price Using Event Extraction	Nov 14, 2021	Event ExtractionSentiment Analysis	—Unverified	0	0
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance	Oct 20, 2022	Anomaly DetectionComputational Efficiency	—Unverified	0	0
From Internet of Things Data to Business Processes: Challenges and a Framework	May 14, 2024	Event Extraction	—Unverified	0	0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction	Dec 5, 2023	Event Extractiongraph construction	—Unverified	0	0
Event Extraction with Generative Adversarial Imitation Learning	Apr 21, 2018	Event ExtractionFeature Engineering	—Unverified	0	0
Contrastive Event Extraction Using Video Enhancements	Jan 20, 2022	Event ExtractionSentence	—Unverified	0	0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks	Jul 1, 2015	Event Extraction	—Unverified	0	0

Show:10 25 50

← PrevPage 22 of 45Next →

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