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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 121–130 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Identifying chronological and coherent information threads using 5W1H questions and temporal relationships	Jan 18, 2023	ArticlesEvent Extraction	CodeCode Available	0	5
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction	Mar 25, 2023	Event Extraction	CodeCode Available	0	5
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT	Jun 10, 2021	Event Extraction	CodeCode Available	0	5
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction	Oct 18, 2022	Event Extraction	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
EnrichEvent: Enriching Social Data with Contextual Information for Emerging Event Extraction	Jul 29, 2023	Event DetectionEvent Extraction	CodeCode Available	0	5
Enhancing biomedical word embeddings by retrofitting to verb clusters	Aug 1, 2019	Event ExtractionRelation	CodeCode Available	0	5
EFSA: Towards Event-Level Financial Sentiment Analysis	Apr 8, 2024	ArticlesBenchmarking	CodeCode Available	0	5
A Survey of Video Datasets for Grounded Event Understanding	Jun 14, 2024	Common Sense ReasoningEvent Extraction	CodeCode Available	0	5
Enhancing Event-Level Sentiment Analysis with Structured Arguments	May 31, 2022	Event ExtractionSentiment Analysis	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