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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	Score
DocEE: A Large-Scale Dataset for Document-level Event Extraction	Sep 17, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
Boosting Event Extraction with Denoised Structure-to-Text Augmentation	May 16, 2023	Data AugmentationDeep Reinforcement Learning	—Unverified	0	0
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction	Nov 16, 2021	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
DICE: Data-Efficient Clinical Event Extraction with Generative Models	Aug 16, 2022	Contrastive LearningEvent Extraction	—Unverified	0	0
Biomolecular Event Extraction using a Stacked Generalization based Classifier	Dec 1, 2016	Edge DetectionEvent Extraction	—Unverified	0	0
A Hybrid approach for biomedical event extraction	Aug 1, 2013	Event Extraction	—Unverified	0	0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data	May 1, 2015	ArticlesEvent Extraction	—Unverified	0	0
DGMED: A Novel Document-Level Graph Convolution Network for Multi-Event Detection	Nov 16, 2021	Event DetectionEvent Extraction	—Unverified	0	0
A Structure-aware Generative Model for Biomedical Event Extraction	Aug 13, 2024	Event Extraction	—Unverified	0	0
Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction	May 6, 2024	DenoisingEvent Extraction	—Unverified	0	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