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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 111–120 of 446 papers

Title	Date	Tasks	Status	Hype	Score
BAND: Biomedical Alert News Dataset	May 23, 2023	ArticlesEpidemiology	CodeCode Available	0	5
Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models	Apr 10, 2024	Event Extraction	CodeCode Available	0	5
Adaptive Ordered Information Extraction with Deep Reinforcement Learning	Jun 19, 2023	Deep Reinforcement LearningEvent Extraction	CodeCode Available	0	5
Event-Keyed Summarization	Feb 10, 2024	Document-level Event ExtractionEvent Extraction	CodeCode Available	0	5
Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction	Nov 17, 2021	AttributeBinary Relation Extraction	CodeCode Available	0	5
Description of the Odin Event Extraction Framework and Rule Language	Sep 24, 2015	Event Extraction	CodeCode Available	0	5
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction	Jul 3, 2023	Event Extractiongraph construction	CodeCode Available	0	5
Neural Gibbs Sampling for Joint Event Argument Extraction	Dec 1, 2020	Event Argument ExtractionEvent Extraction	CodeCode Available	0	5
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction	Apr 4, 2024	Event ExtractionNatural Language Inference	CodeCode Available	0	5
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction	Oct 18, 2022	Event Extraction	CodeCode Available	0	5

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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