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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 91–100 of 446 papers

Title	Date	Tasks	Status	Hype
BAND: Biomedical Alert News Dataset	May 23, 2023	ArticlesEpidemiology	CodeCode Available	0
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance	May 22, 2023	Event ExtractionPharmacovigilance	CodeCode Available	1
MAILEX: Email Event and Argument Extraction	May 22, 2023	4k8k	CodeCode Available	1
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities	May 22, 2023	Event Extractiongraph construction	CodeCode Available	2
Recouple Event Field via Probabilistic Bias for Event Extraction	May 19, 2023	Event Extraction	—Unverified	0
Multilingual Event Extraction from Historical Newspaper Adverts	May 18, 2023	Event ExtractionMachine Translation	CodeCode Available	0
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search	May 17, 2023	Event ExtractionNatural Language Queries	—Unverified	0
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective	May 17, 2023	Event Extractionnamed-entity-recognition	—Unverified	0
Boosting Event Extraction with Denoised Structure-to-Text Augmentation	May 16, 2023	Data AugmentationDeep Reinforcement Learning	—Unverified	0
LED: A Dataset for Life Event Extraction from Dialogs	Apr 17, 2023	Event ExtractionRelation 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