SOTAVerified

Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 426–446 of 446 papers

TitleStatusHype
Adapting the PULS event extraction framework to analyze Russian text—0
The Genia Event Extraction Shared Task, 2013 Edition - Overview—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
EVEX in ST'13: Application of a large-scale text mining resource to event extraction and network construction—0
Improving Feature-Based Biomedical Event Extraction System by Integrating Argument Information—0
A Hybrid approach for biomedical event extraction—0
A fast rule-based approach for biomedical event extraction—0
SemEval-2013 Task 1: TempEval-3: Evaluating Time Expressions, Events, and Temporal Relations—0
Joint Modeling for Chinese Event Extraction with Rich Linguistic Features—0
Joint Modeling of Trigger Identification and Event Type Determination in Chinese Event Extraction—0
Employing Morphological Structures and Sememes for Chinese Event Extraction—0
ISO-TimeML Event Extraction in Persian Text—0
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction—0
Automatic Event Extraction with Structured Preference Modeling—0
Multi-Event Extraction Guided by Global Constraints—0
PubMed-Scale Event Extraction for Post-Translational Modifications, Epigenetics and Protein Structural Relations—0
New Resources and Perspectives for Biomedical Event Extraction—0
Identification of Manner in Bio-Events—0
Bootstrapped Training of Event Extraction Classifiers—0
SemEval-2010 Task 13: TempEval-2—0
Overview of BioNLP’09 Shared Task on Event Extraction—0
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All datasetsACE2005GENIA.Cancer Genetics 2013 (CG)Epigenetics and Post-translational Modifications 2011 (EPI)GENIA 2013Infectious Diseases 2011 (ID)Multi-Level Event Extraction (MLEE)Pathway Curation 2013 (PC)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-taskArgument Cl63.9—Unverified
2DeepStruct multi-task w/ finetuneArgument Cl56.2—Unverified
3Text2Event - T5-largeArgument Cl53.8—Unverified
4Text2Event - T5-baseArgument Cl49.8—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF163.96—Unverified
2GEANet-SciBERTF160.06—Unverified
#ModelMetricClaimedVerifiedStatus
1110L1—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF161.74—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF165.57—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF156.72—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF161.62—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF161.87—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepEventMineF157.72—Unverified