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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 131–140 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Effective Hierarchical Information Threading Using Network Community Detection	Mar 17, 2023	ArticlesCommunity Detection	CodeCode Available	0	5
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	0	5
A Survey of Video Datasets for Grounded Event Understanding	Jun 14, 2024	Common Sense ReasoningEvent Extraction	CodeCode Available	0	5
Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models	Apr 10, 2024	Event Extraction	CodeCode Available	0	5
EnrichEvent: Enriching Social Data with Contextual Information for Emerging Event Extraction	Jul 29, 2023	Event DetectionEvent Extraction	CodeCode Available	0	5
CACER: Clinical Concept Annotations for Cancer Events and Relations	Sep 5, 2024	Event ExtractionIn-Context Learning	CodeCode Available	0	5
Enhancing Event-Level Sentiment Analysis with Structured Arguments	May 31, 2022	Event ExtractionSentiment Analysis	CodeCode Available	0	5
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction	Apr 1, 2021	coreference-resolutionCoreference Resolution	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
EFSA: Towards Event-Level Financial Sentiment Analysis	Apr 8, 2024	ArticlesBenchmarking	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