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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 291–300 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Verb Knowledge Injection for Multilingual Event Processing	Dec 31, 2020	Event ExtractionLanguage Modeling	—Unverified	0	0
Video Event Extraction via Tracking Visual States of Arguments	Nov 3, 2022	Event Extraction	—Unverified	0	0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions	Mar 5, 2015	Dynamic Topic ModelingEvent Extraction	—Unverified	0	0
Visualization Techniques to Enhance Automated Event Extraction	Jun 11, 2021	ArticlesBIG-bench Machine Learning	—Unverified	0	0
Writing Style Aware Document-level Event Extraction	Jan 10, 2022	Document-level Event ExtractionEvent Extraction	—Unverified	0	0
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction	Nov 1, 2019	Binary Relation ExtractionEvent Extraction	—Unverified	0	0
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights	Aug 1, 2021	Event ExtractionNatural Language Inference	—Unverified	0	0
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions	Aug 9, 2024	Decision MakingEvent Extraction	—Unverified	0	0
ACE-2005-PT: Corpus for Event Extraction in Portuguese	Aug 29, 2024	Event ExtractionLemmatization	—Unverified	0	0
Active Learning for Event Extraction with Memory-based Loss Prediction Model	Nov 26, 2021	Active LearningEvent 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