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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 221–230 of 446 papers

Title	Date	Tasks	Status	Hype
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding	Nov 16, 2021	Event ExtractionMulti-class Classification	—Unverified	0
Prompt-Guided Few-Shot Event Detection	Nov 16, 2021	Event DetectionEvent Extraction	—Unverified	0
GauSE: Gaussian Enhanced Self-Attention for Event Extraction	Nov 16, 2021	Event Extraction	—Unverified	0
Towards Focused and Connected Document-Level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	0
Exploiting Data Characteristics for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	CodeCode Available	0
TableIE: Capture the Interactions among Joint Information Extraction Explicitly via Double Tables	Nov 16, 2021	Event Extractionnamed-entity-recognition	—Unverified	0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection	Nov 16, 2021	Event DetectionEvent Extraction	—Unverified	0
HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction	Nov 16, 2021	DecoderEvent Extraction	—Unverified	0
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention	Nov 16, 2021	Event Extraction	—Unverified	0
Forecasting Crude Oil Price Using Event Extraction	Nov 14, 2021	Event ExtractionSentiment Analysis	—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