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 241–250 of 446 papers

Title	Date	Tasks	Status	Hype	Score
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features	Oct 1, 2014	Event Extraction	—Unverified	0	0
Repr\'esentation dynamique et sp\'ecifique du contexte textuel pour l'extraction d'\'ev\'enements (Dynamic and specific textual context representation for event extraction)	Jun 1, 2020	Event Extraction	—Unverified	0	0
Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction	Apr 30, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task	Jan 29, 2019	Event Extractionnamed-entity-recognition	—Unverified	0	0
Revisiting Prompt Optimization with Large Reasoning Models-A Case Study on Event Extraction	Apr 10, 2025	Event ExtractionPrompt Engineering	—Unverified	0	0
Revisiting the Evaluation of End-to-end Event Extraction	Aug 1, 2021	Event Extraction	—Unverified	0	0
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing	Jun 10, 2015	Abstract Meaning RepresentationAMR Parsing	—Unverified	0	0
Rule Based Event Extraction for Artificial Social Intelligence	Oct 1, 2022	AI AgentEvent Extraction	—Unverified	0	0
Scalable Bio-Molecular Event Extraction System towards Knowledge Acquisition	Dec 1, 2017	Event Extraction	—Unverified	0	0
Scale Up Event Extraction Learning via Automatic Training Data Generation	Dec 11, 2017	ArticlesEvent Extraction	—Unverified	0	0

Show:10 25 50

← PrevPage 25 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