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 281–290 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Training with Streaming Annotation	Feb 11, 2020	Event Extraction	—Unverified	0	0
Two Layers of Annotation for Representing Event Mentions in News Stories	Apr 1, 2017	Event ExtractionVocal Bursts Valence Prediction	—Unverified	0	0
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction	Oct 16, 2023	Document-level Event ExtractionEvent Detection	—Unverified	0	0
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective	May 17, 2023	Event Extractionnamed-entity-recognition	—Unverified	0	0
Unsupervised Biographical Event Extraction Using Wikipedia Traffic	Nov 1, 2014	Event Extraction	—Unverified	0	0
Unsupervised Label-aware Event Trigger and Argument Classification	Dec 30, 2020	ClassificationEvent Extraction	—Unverified	0	0
Using word embedding for bio-event extraction	Jul 1, 2015	Event ExtractionLanguage Modelling	—Unverified	0	0
Utilizing coarse-grained data in low-data settings for event extraction	May 11, 2022	Binary ClassificationClassification	—Unverified	0	0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection	Jun 1, 2015	AttributeEvent Extraction	—Unverified	0	0
Variational Deep Logic Network for Joint Inference of Entities and Relations	Dec 1, 2021	Event ExtractionRelational Reasoning	—Unverified	0	0

Show:10 25 50

← PrevPage 29 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