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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 251–260 of 446 papers

Title	Date	Tasks	Status	Hype
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention	Feb 12, 2022	Event Extraction	—Unverified	0
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions	Aug 9, 2024	Decision MakingEvent Extraction	—Unverified	0
Sieve-based Coreference Resolution in the Biomedical Domain	Mar 11, 2016	coreference-resolutionCoreference Resolution	—Unverified	0
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction	Jun 30, 2016	BIG-bench Machine LearningEvent Extraction	—Unverified	0
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness	Oct 24, 2024	Event ExtractionMisinformation	—Unverified	0
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models	May 24, 2023	Event ExtractionRelation Extraction	—Unverified	0
Streaming Text Analytics for Real-Time Event Recognition	Sep 1, 2017	ArticlesEntity Linking	—Unverified	0
SU-NLP at CASE 2021 Task 1: Protest News Detection for English	Aug 1, 2021	Event Extraction	—Unverified	0
Syntactic-GCN Bert based Chinese Event Extraction	Dec 18, 2021	Dependency ParsingEvent Extraction	—Unverified	0
TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables	Nov 16, 2021	Event Extractionnamed-entity-recognition	—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