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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 221–230 of 446 papers

Title	Date	Tasks	Status	Hype	Score
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization	Feb 15, 2022	Event DetectionEvent Extraction	—Unverified	0	0
Pipelined Biomedical Event Extraction Rivaling Joint Learning	Mar 19, 2024	Event ExtractionRelation Extraction	—Unverified	0	0
Political Events using RAG with LLMs	Jan 6, 2025	ArticlesEvent Extraction	—Unverified	0	0
Posterior calibration and exploratory analysis for natural language processing models	Aug 21, 2015	Event Extraction	—Unverified	0	0
Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction	Oct 21, 2020	Event DetectionEvent Extraction	—Unverified	0	0
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents	Apr 1, 2021	Event ExtractionMachine Reading Comprehension	—Unverified	0	0
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction	Mar 19, 2024	Event Extraction	—Unverified	0	0
Prompt-Guided Few-Shot Event Detection	Nov 16, 2021	Event DetectionEvent Extraction	—Unverified	0	0
PROTEST-ER: Retraining BERT for Protest Event Extraction	Aug 1, 2021	Domain AdaptationEvent Extraction	—Unverified	0	0
PubMed-Scale Event Extraction for Post-Translational Modifications, Epigenetics and Protein Structural Relations	Jun 1, 2012	Event 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