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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 141–150 of 446 papers

Title	Date	Tasks	Status	Hype
Adaptive Ordered Information Extraction with Deep Reinforcement Learning	Jun 19, 2023	Deep Reinforcement LearningEvent Extraction	CodeCode Available	0
Pushing the Limits of ChatGPT on NLP Tasks	Jun 16, 2023	Dependency ParsingEvent Extraction	—Unverified	0
Training Multimedia Event Extraction With Generated Images and Captions	Jun 15, 2023	Event ExtractionStructured Prediction	—Unverified	0
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts	Jun 15, 2023	Domain AdaptationEvent Extraction	—Unverified	0
Joint Event Extraction via Structural Semantic Matching	Jun 6, 2023	Event DetectionEvent Extraction	—Unverified	0
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization	May 30, 2023	Event Extraction	—Unverified	0
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models	May 24, 2023	Event ExtractionRelation Extraction	—Unverified	0
Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization	May 24, 2023	Entity LinkingEvent Extraction	—Unverified	0
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction	May 24, 2023	Computational EfficiencyEvent Extraction	—Unverified	0
BAND: Biomedical Alert News Dataset	May 23, 2023	ArticlesEpidemiology	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