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 41–50 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance	Oct 8, 2023	Event Argument ExtractionEvent Extraction	CodeCode Available	1	5
EventPlus: A Temporal Event Understanding Pipeline	Jan 13, 2021	Common Sense ReasoningEvent Extraction	CodeCode Available	1	5
COVID-19 event extraction from Twitter via extractive question answering with continuous prompts	Mar 19, 2023	BenchmarkingEvent Extraction	CodeCode Available	1	5
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence	May 27, 2021	ArticlesDocument Ranking	CodeCode Available	1	5
An Effective System for Multi-format Information Extraction	Aug 16, 2021	DecoderDocument-level Event Extraction	CodeCode Available	1	5
Few-Shot Document-Level Event Argument Extraction	Sep 6, 2022	Document-level Event ExtractionEvent Argument Extraction	CodeCode Available	1	5
Entity, Relation, and Event Extraction with Contextualized Span Representations	Sep 8, 2019	Event ExtractionJoint Entity and Relation Extraction	CodeCode Available	1	5
DeepStruct: Pretraining of Language Models for Structure Prediction	May 21, 2022	coreference-resolutionCoreference Resolution	CodeCode Available	1	5
Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction	Apr 16, 2019	Document-level Event ExtractionEvent Extraction	CodeCode Available	1	5
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance	May 22, 2023	Event ExtractionPharmacovigilance	CodeCode Available	1	5

Show:10 25 50

← PrevPage 5 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