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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 271–280 of 446 papers

Title	Date	Tasks	Status	Hype
Towards Focused and Connected Document-Level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	0
Towards Layered Events and Schema Representations in Long Documents	Jun 1, 2021	Event Extraction	—Unverified	0
Towards Multilingual Event Extraction Evaluation: A Case Study for the Czech Language	Sep 1, 2015	Event Extraction	—Unverified	0
Training Multimedia Event Extraction With Generated Images and Captions	Jun 15, 2023	Event ExtractionStructured Prediction	—Unverified	0
Training with Streaming Annotation	Feb 11, 2020	Event Extraction	—Unverified	0
Two Layers of Annotation for Representing Event Mentions in News Stories	Apr 1, 2017	Event ExtractionVocal Bursts Valence Prediction	—Unverified	0
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction	Oct 16, 2023	Document-level Event ExtractionEvent Detection	—Unverified	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
Unsupervised Biographical Event Extraction Using Wikipedia Traffic	Nov 1, 2014	Event Extraction	—Unverified	0
Unsupervised Label-aware Event Trigger and Argument Classification	Dec 30, 2020	ClassificationEvent Extraction	—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