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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 101–110 of 446 papers

Title	Date	Tasks	Status	Hype
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	0
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction	Mar 25, 2023	Event Extraction	CodeCode Available	0
COVID-19 event extraction from Twitter via extractive question answering with continuous prompts	Mar 19, 2023	BenchmarkingEvent Extraction	CodeCode Available	1
Effective Hierarchical Information Threading Using Network Community Detection	Mar 17, 2023	ArticlesCommunity Detection	CodeCode Available	0
GLEN: General-Purpose Event Detection for Thousands of Types	Mar 16, 2023	Event DetectionEvent Extraction	CodeCode Available	1
Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing	Mar 8, 2023	Event ExtractionKnowledge Graph Completion	—Unverified	0
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
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT	Feb 20, 2023	Event Extractionnamed-entity-recognition	CodeCode Available	2
Whats New? Identifying the Unfolding of New Events in Narratives	Feb 15, 2023	Event ExtractionSentence	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