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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 301–310 of 446 papers

Title	Date	Tasks	Status	Hype
Guidelines and a Corpus for Extracting Biographical Events	Jun 7, 2022	Event Extraction	—Unverified	0
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism	Dec 1, 2020	Event DetectionEvent Extraction	—Unverified	0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports	Mar 26, 2024	Event ExtractionHierarchical Multi-label Classification	—Unverified	0
HighIE: High-Order Inference for Entity Recognition, Relation Extraction, and Event Extraction	Nov 16, 2021	DecoderEvent 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
Hybrid Semantic Type Representation for Zero-Shot Event Extraction	Jan 16, 2022	Event ExtractionHTR	—Unverified	0
Identification of Manner in Bio-Events	May 1, 2012	Event Extraction	—Unverified	0
Identifying civilians killed by police with distantly supervised entity-event extraction	Jul 22, 2017	Event Extractionregression	—Unverified	0
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events	Nov 1, 2020	Event ExtractionLanguage Modeling	—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