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
Writing Style Aware Document-level Event Extraction	Jan 10, 2022	Document-level Event ExtractionEvent Extraction	—Unverified	0
Monitoring Energy Trends through Automatic Information Extraction	Jan 5, 2022	ArticlesEvent Extraction	—Unverified	0
Syntactic-GCN Bert based Chinese Event Extraction	Dec 18, 2021	Dependency ParsingEvent Extraction	—Unverified	0
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction	Dec 17, 2021	Document-level Event ExtractionEvent Argument Extraction	—Unverified	0
Noise Reduction and Driving Event Extraction Method for Performance Improvement on Driving Noise-based Surface Anomaly Detection	Dec 14, 2021	Anomaly DetectionComputational Efficiency	—Unverified	0
Variational Deep Logic Network for Joint Inference of Entities and Relations	Dec 1, 2021	Event ExtractionRelational Reasoning	—Unverified	0
Active Learning for Event Extraction with Memory-based Loss Prediction Model	Nov 26, 2021	Active LearningEvent Extraction	—Unverified	0
Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction	Nov 17, 2021	AttributeBinary Relation Extraction	CodeCode Available	0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding	Nov 16, 2021	Event ExtractionMulti-class Classification	—Unverified	0
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	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