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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 381–390 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Document-Level Event Argument Extraction via Optimal Transport	May 1, 2022	Event Argument ExtractionEvent Extraction	—Unverified	0	0
Document-Level Event Extraction via Human-Like Reading Process	Feb 7, 2022	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
Document-Level Event Extraction with Definition-Driven ICL	Aug 10, 2024	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization	May 30, 2023	Event Extraction	—Unverified	0	0
Dynamic Prefix-Tuning for Generative Template-based Event Extraction	May 12, 2022	Event Extraction	—Unverified	0	0
E2MoCase: A Dataset for Emotional, Event and Moral Observations in News Articles on High-impact Legal Cases	Sep 13, 2024	ArticlesEvent Extraction	—Unverified	0	0
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis	Jul 1, 2022	Event ExtractionSentiment Analysis	—Unverified	0	0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies	Oct 24, 2020	Computational EfficiencyDocument-level Event Extraction	—Unverified	0	0
Egocentric Activity Prediction via Event Modulated Attention	Sep 1, 2018	Activity PredictionEvent Extraction	—Unverified	0	0
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction	Sep 11, 2021	DecoderEvent Argument Extraction	—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