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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 321–330 of 446 papers

Title	Date	Tasks	Status	Hype
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources	Nov 1, 2019	Event ExtractionTransfer Learning	—Unverified	0
Cross-lingual Structure Transfer for Relation and Event Extraction	Nov 1, 2019	Event ExtractionRelation	—Unverified	0
HMEAE: Hierarchical Modular Event Argument Extraction	Nov 1, 2019	Event Argument ExtractionEvent Extraction	CodeCode Available	0
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection	Oct 25, 2019	Event DetectionEvent Extraction	CodeCode Available	0
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection	Oct 22, 2019	Dependency ParsingEvent Detection	—Unverified	0
Global Locality in Biomedical Relation and Event Extraction	Sep 11, 2019	Event ExtractionRelation	—Unverified	0
Giveme5W1H: A Universal System for Extracting Main Events from News Articles	Sep 6, 2019	ArticlesClustering	CodeCode Available	0
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes	Sep 4, 2019	ArticlesEvent Extraction	CodeCode Available	0
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction	Sep 2, 2019	Event ExtractionJoint Event and Temporal Relation Extraction	—Unverified	0
Open Event Extraction from Online Text using a Generative Adversarial Network	Aug 25, 2019	ArticlesEvent Extraction	—Unverified	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