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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 191–200 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification	Dec 7, 2020	Event ExtractionGeneral Classification	—Unverified	0	0
A Domain-independent Rule-based Framework for Event Extraction	Jul 1, 2015	Event Extraction	—Unverified	0	0
Adapting the PULS event extraction framework to analyze Russian text	Aug 1, 2013	Event Extraction	—Unverified	0	0
Exploiting Coreference and Schema Structure for Document-level Event Extraction	Jan 16, 2022	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
Active Learning for Event Extraction with Memory-based Loss Prediction Model	Nov 26, 2021	Active LearningEvent Extraction	—Unverified	0	0
Crime event localization and deduplication	Nov 1, 2020	ArticlesEvent Extraction	—Unverified	0	0
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder	Jul 1, 2020	DecoderEvent Extraction	—Unverified	0	0
Exploring Pre-trained Language Models for Event Extraction and Generation	Jul 1, 2019	Event ExtractionGeneral Classification	—Unverified	0	0
Exploring Sentence Community for Document-Level Event Extraction	Nov 1, 2021	Community DetectionDocument-level Event Extraction	—Unverified	0	0
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch	Sep 1, 2021	ArticlesDiversity	—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