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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 311–320 of 446 papers

Title	Date	Tasks	Status	Hype	Score
A Large Scale Database of Strongly-related Events in Japanese	May 1, 2014	Common Sense Reasoningcoreference-resolution	—Unverified	0	0
American Hate Crime Trends Prediction with Event Extraction	Nov 9, 2021	Event ExtractionHate Speech Detection	—Unverified	0	0
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction	May 24, 2023	Computational EfficiencyEvent Extraction	—Unverified	0	0
A Multi-task Event and Argument Trigger Detection in Hindi using POS Tagging as an Auxiliary Task	Nov 16, 2021	Event ExtractionMulti-Task Learning	—Unverified	0	0
An APT Event Extraction Method Based on BERT-BiGRU-CRF for APT Attack Detection	Aug 4, 2023	Event Extraction	—Unverified	0	0
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text	Jan 2, 2018	Event ExtractionGeneral Classification	—Unverified	0	0
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction	Apr 11, 2020	Active LearningDecision Making	—Unverified	0	0
A Novel Joint Framework for Multiple Chinese Events Extraction	Oct 1, 2020	Event ExtractionLanguage Modeling	—Unverified	0	0
An overview of event extraction and its applications	Nov 5, 2021	Event Extraction	—Unverified	0	0
A Platform for Event Extraction in Hindi	May 1, 2020	ArticlesBenchmarking	—Unverified	0	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