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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 411–420 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis	Apr 9, 2024	Cross-Lingual TransferEvent Extraction	—Unverified	0	0
Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora	Jul 1, 2015	Event Extraction	—Unverified	0	0
Event Extraction in Video Transcripts	Oct 1, 2022	ArticlesEvent Extraction	—Unverified	0	0
Event Extraction Using Distant Supervision	May 1, 2014	Event ExtractionKnowledge Base Population	—Unverified	0	0
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks	Jul 1, 2015	Event Extraction	—Unverified	0	0
Event Extraction with Generative Adversarial Imitation Learning	Apr 21, 2018	Event ExtractionFeature Engineering	—Unverified	0	0
Event Presence Prediction Helps Trigger Detection Across Languages	Sep 15, 2020	Event DetectionEvent Extraction	—Unverified	0	0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch	Sep 1, 2021	ArticlesDiversity	—Unverified	0	0
EVEX in ST'13: Application of a large-scale text mining resource to event extraction and network construction	Aug 1, 2013	Event Extraction	—Unverified	0	0
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain	Jun 20, 2024	Event Extraction	—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