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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 161–170 of 446 papers

Title	Date	Tasks	Status	Hype
Exploring the Feasibility of ChatGPT for Event Extraction	Mar 7, 2023	Event ExtractionMachine Translation	—Unverified	0
Impact of Subword Pooling Strategy on Cross-lingual Event Detection	Feb 22, 2023	Event DetectionEvent Extraction	CodeCode Available	0
Whats New? Identifying the Unfolding of New Events in Narratives	Feb 15, 2023	Event ExtractionSentence	CodeCode Available	0
Global Constraints with Prompting for Zero-Shot Event Argument Classification	Feb 9, 2023	Event ExtractionLanguage Modeling	CodeCode Available	0
Natural Language Processing for Policymaking	Feb 7, 2023	Event Extractiontext-classification	—Unverified	0
Task formulation for Extracting Social Determinants of Health from Clinical Narratives	Jan 26, 2023	Event ExtractionLanguage Modelling	—Unverified	0
Identifying chronological and coherent information threads using 5W1H questions and temporal relationships	Jan 18, 2023	ArticlesEvent Extraction	CodeCode Available	0
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction	Jan 6, 2023	Data AugmentationDiversity	—Unverified	0
GaitVibe+: Enhancing Structural Vibration-based Footstep Localization Using Temporary Cameras for In-home Gait Analysis	Dec 7, 2022	Event Extractionparameter estimation	—Unverified	0
PESE: Event Structure Extraction using Pointer Network based Encoder-Decoder Architecture	Nov 22, 2022	DecoderEvent Extraction	CodeCode Available	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