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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 311–320 of 446 papers

Title	Date	Tasks	Status	Hype
Open-domain Event Extraction and Embedding for Natural Gas Market Prediction	Dec 8, 2019	Event ExtractionSentence	CodeCode Available	0
Reading the Manual: Event Extraction as Definition Comprehension	Dec 3, 2019	Event Extraction	—Unverified	0
Multi-linguality helps: Event-Argument Extraction for Disaster Domain in Cross-lingual and Multi-lingual setting	Dec 1, 2019	Event Argument ExtractionEvent Extraction	—Unverified	0
Financial Event Extraction Using Wikipedia-Based Weak Supervision	Nov 25, 2019	BIG-bench Machine LearningEvent Extraction	—Unverified	0
Cross-lingual Structure Transfer for Relation and Event Extraction	Nov 1, 2019	Event ExtractionRelation	—Unverified	0
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources	Nov 1, 2019	Event ExtractionTransfer Learning	—Unverified	0
HMEAE: Hierarchical Modular Event Argument Extraction	Nov 1, 2019	Event Argument ExtractionEvent Extraction	CodeCode Available	0
Leveraging syntactic parsing to improve event annotation matching	Nov 1, 2019	Event Extraction	—Unverified	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
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection	Oct 25, 2019	Event DetectionEvent 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