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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 201–210 of 446 papers

Title	Date	Tasks	Status	Hype
An overview of event extraction and its applications	Nov 5, 2021	Event Extraction	—Unverified	0
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction	Nov 1, 2021	Event ExtractionLanguage Modeling	CodeCode Available	1
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments	Nov 1, 2021	Event ExtractionRelation	—Unverified	0
Exploring Sentence Community for Document-Level Event Extraction	Nov 1, 2021	Community DetectionDocument-level Event Extraction	—Unverified	0
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding	Oct 14, 2021	Event ExtractionMulti-class Classification	—Unverified	0
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works	Oct 9, 2021	Event Extraction	CodeCode Available	1
Joint Multimedia Event Extraction from Video and Article	Sep 27, 2021	Articlescoreference-resolution	—Unverified	0
Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction	Sep 27, 2021	Event ExtractionLanguage Modeling	CodeCode Available	1
Language Model Priming for Cross-Lingual Event Extraction	Sep 25, 2021	Event ExtractionLanguage Modeling	—Unverified	0
Modality and Negation in Event Extraction	Sep 20, 2021	Event ExtractionFact Checking	CodeCode Available	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