SOTAVerified|Agents Browse Leaderboard About

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 11–20 of 446 papers

Title	Date	Tasks	Status	Hype
COVID-19 event extraction from Twitter via extractive question answering with continuous prompts	Mar 19, 2023	BenchmarkingEvent Extraction	CodeCode Available	1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence	May 27, 2021	ArticlesDocument Ranking	CodeCode Available	1
DeepEventMine: end-to-end neural nested event extraction from biomedical texts	Jun 17, 2020	Event ExtractionSentence	CodeCode Available	1
DeepStruct: Pretraining of Language Models for Structure Prediction	May 21, 2022	coreference-resolutionCoreference Resolution	CodeCode Available	1
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction	Jul 1, 2022	Document-level Event ExtractionEvent Extraction	CodeCode Available	1
CLIP-Event: Connecting Text and Images with Event Structures	Jan 13, 2022	Contrastive LearningEvent Extraction	CodeCode Available	1
CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction	Jul 4, 2021	Event Extraction	CodeCode Available	1
CLEVE: Contrastive Pre-training for Event Extraction	May 30, 2021	Contrastive LearningEvent Extraction	CodeCode Available	1
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
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction	May 3, 2024	Event Argument ExtractionEvent Extraction	CodeCode Available	1

Show:10 25 50

← PrevPage 2 of 45Next →

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