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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 421–430 of 446 papers

Title	Date	Tasks	Status	Hype
Are Triggers Needed for Document-Level Event Extraction?	Nov 13, 2024	Document-level Event ExtractionEvent Extraction	CodeCode Available	0
Joint Event Extraction via Recurrent Neural Networks	Jun 1, 2016	Event ExtractionStructured Prediction	CodeCode Available	0
Description of the Odin Event Extraction Framework and Rule Language	Sep 24, 2015	Event Extraction	CodeCode Available	0
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction	Jul 3, 2023	Event Extractiongraph construction	CodeCode Available	0
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction	Mar 25, 2023	Event Extraction	CodeCode Available	0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction	Apr 1, 2021	coreference-resolutionCoreference Resolution	CodeCode Available	0
An Annotated Commodity News Corpus for Event Extraction	May 18, 2021	Event Extraction	CodeCode Available	0
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation	Sep 24, 2018	Event ExtractionSentence	CodeCode Available	0
Open-domain Event Extraction and Embedding for Natural Gas Market Prediction	Dec 8, 2019	Event ExtractionSentence	CodeCode Available	0
Open Domain Event Extraction Using Neural Latent Variable Models	Jun 17, 2019	Event 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