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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
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction	Sep 11, 2021	DecoderEvent Argument Extraction	—Unverified	0
Egocentric Activity Prediction via Event Modulated Attention	Sep 1, 2018	Activity PredictionEvent Extraction	—Unverified	0
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments	Oct 4, 2024	Event ExtractionText Generation	—Unverified	0
Exploiting Coreference and Schema Structure for Document-level Event Extraction	Jan 16, 2022	Document-level Event ExtractionEvent Extraction	—Unverified	0
Cross-genre Event Extraction with Knowledge Enrichment	Jun 1, 2016	Event Extraction	—Unverified	0
Exploiting Parallel News Streams for Unsupervised Event Extraction	Jan 1, 2015	ArticlesEvent Extraction	—Unverified	0
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder	Jul 1, 2020	DecoderEvent Extraction	—Unverified	0
Exploring Pre-trained Language Models for Event Extraction and Generation	Jul 1, 2019	Event ExtractionGeneral Classification	—Unverified	0
Exploring Sentence Community for Document-Level Event Extraction	Nov 1, 2021	Community DetectionDocument-level Event Extraction	—Unverified	0
Chinese Event Extraction Using DeepNeural Network with Word Embedding	Oct 4, 2016	Event ExtractionFeature Engineering	—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