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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 41–50 of 446 papers

Title	Date	Tasks	Status	Hype
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs	Apr 19, 2024	Event ExtractionIn-Context Learning	CodeCode Available	5
CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military News	Apr 18, 2024	Document-level Event ExtractionEvent Extraction	CodeCode Available	1
Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models	Apr 10, 2024	Event Extraction	CodeCode Available	0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis	Apr 9, 2024	Cross-Lingual TransferEvent Extraction	—Unverified	0
EFSA: Towards Event-Level Financial Sentiment Analysis	Apr 8, 2024	ArticlesBenchmarking	CodeCode Available	0
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction	Apr 4, 2024	Event ExtractionNatural Language Inference	CodeCode Available	0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports	Mar 26, 2024	Event ExtractionHierarchical Multi-label Classification	—Unverified	0
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction	Mar 19, 2024	Event Extraction	—Unverified	0
Pipelined Biomedical Event Extraction Rivaling Joint Learning	Mar 19, 2024	Event ExtractionRelation Extraction	—Unverified	0
Advancing Chinese biomedical text mining with community challenges	Mar 7, 2024	AttributeAttribute 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