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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 201–210 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022	Nov 21, 2022	Document ClassificationEvent Detection	—Unverified	0	0
Adapting the PULS event extraction framework to analyze Russian text	Aug 1, 2013	Event Extraction	—Unverified	0	0
Active Learning for Event Extraction with Memory-based Loss Prediction Model	Nov 26, 2021	Active LearningEvent Extraction	—Unverified	0	0
Extracting Fine-Grained Economic Events from Business News	Dec 1, 2020	Event DetectionEvent Extraction	—Unverified	0	0
Crime event localization and deduplication	Nov 1, 2020	ArticlesEvent Extraction	—Unverified	0	0
Facebook 活動事件擷取系統(Facebook Activity Event Extraction System)[In Chinese]	Oct 1, 2016	Event ExtractionNamed Entity Recognition (NER)	—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
Event Presence Prediction Helps Trigger Detection Across Languages	Sep 15, 2020	Event DetectionEvent Extraction	—Unverified	0	0
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos	May 14, 2025	Action DetectionDecoder	—Unverified	0	0
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction	Dec 5, 2023	Event Extractiongraph construction	—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