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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 31–40 of 446 papers

Title	Date	Tasks	Status	Hype
A Survey of Video Datasets for Grounded Event Understanding	Jun 14, 2024	Common Sense ReasoningEvent Extraction	CodeCode Available	0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs	Jun 3, 2024	Decision MakingEvent Argument Extraction	—Unverified	0
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction	May 28, 2024	Domain AdaptationEvent Extraction	—Unverified	0
5W1H Extraction With Large Language Models	May 25, 2024	Domain AdaptationEvent Extraction	—Unverified	0
Towards Better Question Generation in QA-based Event Extraction	May 17, 2024	Event ExtractionQuestion Answering	CodeCode Available	1
From Internet of Things Data to Business Processes: Challenges and a Framework	May 14, 2024	Event Extraction	—Unverified	0
Targeted Augmentation for Low-Resource Event Extraction	May 14, 2024	Data AugmentationDiversity	—Unverified	0
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction	May 6, 2024	DenoisingEvent Extraction	—Unverified	0
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction	May 3, 2024	Event Argument ExtractionEvent Extraction	CodeCode Available	1
BKEE: Pioneering Event Extraction in the Vietnamese Language	May 1, 2024	Event DetectionEvent Extraction	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