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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 151–160 of 446 papers

Title	Date	Tasks	Status	Hype
Recouple Event Field via Probabilistic Bias for Event Extraction	May 19, 2023	Event Extraction	—Unverified	0
Multilingual Event Extraction from Historical Newspaper Adverts	May 18, 2023	Event ExtractionMachine Translation	CodeCode Available	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
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search	May 17, 2023	Event ExtractionNatural Language Queries	—Unverified	0
Boosting Event Extraction with Denoised Structure-to-Text Augmentation	May 16, 2023	Data AugmentationDeep Reinforcement Learning	—Unverified	0
LED: A Dataset for Life Event Extraction from Dialogs	Apr 17, 2023	Event ExtractionRelation Extraction	CodeCode Available	0
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	0
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction	Mar 25, 2023	Event Extraction	CodeCode Available	0
Effective Hierarchical Information Threading Using Network Community Detection	Mar 17, 2023	ArticlesCommunity Detection	CodeCode Available	0
Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing	Mar 8, 2023	Event ExtractionKnowledge Graph Completion	—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