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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 341–350 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Boosting Event Extraction with Denoised Structure-to-Text Augmentation	May 16, 2023	Data AugmentationDeep Reinforcement Learning	—Unverified	0	0
Bootstrapped Training of Event Extraction Classifiers	Apr 1, 2012	Event ExtractionSentence Classification	—Unverified	0	0
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting	Oct 1, 2022	Event Extraction	—Unverified	0	0
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts	Jun 15, 2023	Domain AdaptationEvent Extraction	—Unverified	0	0
Cascaded Models for Better Fine-Grained Named Entity Recognition	Sep 15, 2020	Event Extractionnamed-entity-recognition	—Unverified	0	0
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2023): Workshop and Shared Task Report	Dec 2, 2023	Event Extraction	—Unverified	0	0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers	May 1, 2015	coreference-resolutionCoreference Resolution	—Unverified	0	0
Chinese Event Extraction Using DeepNeural Network with Word Embedding	Oct 4, 2016	Event ExtractionFeature Engineering	—Unverified	0	0
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction	Oct 1, 2022	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
COfEE: A Comprehensive Ontology for Event Extraction from text	Jul 21, 2021	ArticlesEvent 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