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 101–110 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Extracting Space Situational Awareness Events from News Text	Jan 15, 2022	ArticlesEvent Extraction	CodeCode Available	0	5
HMEAE: Hierarchical Modular Event Argument Extraction	Nov 1, 2019	Event Argument ExtractionEvent Extraction	CodeCode Available	0	5
Continual Event Extraction with Semantic Confusion Rectification	Oct 24, 2023	Event ExtractionSentence	CodeCode Available	0	5
Exploiting Data Characteristics for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	CodeCode Available	0	5
An Ordinal Latent Variable Model of Conflict Intensity	Oct 8, 2022	Event Extraction	CodeCode Available	0	5
DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data	Jul 1, 2018	Event ExtractionSentence	CodeCode Available	0	5
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering	May 1, 2022	Event ExtractionKnowledge Base Population	CodeCode Available	0	5
JSEEGraph: Joint Structured Event Extraction as Graph Parsing	Jun 26, 2023	Event Argument ExtractionEvent Extraction	CodeCode Available	0	5
Context awareness and embedding for biomedical event extraction	May 2, 2019	Event DetectionEvent Extraction	CodeCode Available	0	5
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway	Jul 7, 2017	BIG-bench Machine LearningEvent Extraction	CodeCode Available	0	5

Show:10 25 50

← PrevPage 11 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