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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 431–440 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Facebook 活動事件擷取系統(Facebook Activity Event Extraction System)[In Chinese]	Oct 1, 2016	Event ExtractionNamed Entity Recognition (NER)	—Unverified	0	0
Fact vs. Opinion: the Role of Argumentation Features in News Classification	Dec 1, 2020	ArticlesEvent Extraction	—Unverified	0	0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction	Apr 1, 2014	Event ExtractionGeneral Classification	—Unverified	0	0
Financial Event Extraction Using Wikipedia-Based Weak Supervision	Nov 25, 2019	BIG-bench Machine LearningEvent Extraction	—Unverified	0	0
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation	Aug 1, 2021	Abstract Meaning RepresentationEvent Extraction	—Unverified	0	0
Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance	Dec 5, 2023	ArticlesEvent Extraction	—Unverified	0	0
Forecasting Crude Oil Price Using Event Extraction	Nov 14, 2021	Event ExtractionSentiment Analysis	—Unverified	0	0
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance	Oct 20, 2022	Anomaly DetectionComputational Efficiency	—Unverified	0	0
From Internet of Things Data to Business Processes: Challenges and a Framework	May 14, 2024	Event Extraction	—Unverified	0	0
GaitVibe+: Enhancing Structural Vibration-based Footstep Localization Using Temporary Cameras for In-home Gait Analysis	Dec 7, 2022	Event Extractionparameter estimation	—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