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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 271–280 of 446 papers

Title	Date	Tasks	Status	Hype
Reconstructing Event Regions for Event Extraction via Graph Attention Networks	Dec 1, 2020	Event ExtractionGraph Attention	—Unverified	0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism	Dec 1, 2020	Event DetectionEvent Extraction	—Unverified	0
Fact vs. Opinion: the Role of Argumentation Features in News Classification	Dec 1, 2020	ArticlesEvent Extraction	—Unverified	0
Extracting Fine-Grained Economic Events from Business News	Dec 1, 2020	Event DetectionEvent Extraction	—Unverified	0
Biomedical Event Extraction as Multi-turn Question Answering	Nov 1, 2020	Event ExtractionKnowledge Base Population	CodeCode Available	0
Semi-supervised New Event Type Induction and Event Detection	Nov 1, 2020	Event DetectionEvent Extraction	—Unverified	0
HLTRI at W-NUT 2020 Shared Task-3: COVID-19 Event Extraction from Twitter Using Multi-Task Hopfield Pooling	Nov 1, 2020	Event ExtractionLanguage Modeling	—Unverified	0
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization	Nov 1, 2020	Event DetectionEvent Extraction	—Unverified	0
Biomedical Event Extraction as Sequence Labeling	Nov 1, 2020	Event ExtractionMulti-Task Learning	—Unverified	0
Event Extraction as Multi-turn Question Answering	Nov 1, 2020	Event ExtractionQuestion Answering	—Unverified	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