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 401–446 of 446 papers

TitleStatusHype
Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora—0
Using word embedding for bio-event extraction—0
A Domain-independent Rule-based Framework for Event Extraction—0
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing—0
Event Extraction as Frame-Semantic Parsing—0
UTU: Adapting Biomedical Event Extraction System to Disorder Attribute Detection—0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers—0
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data—0
Grounded Semantic Parsing for Complex Knowledge Extraction—0
Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping and Data Mining Research Directions—0
Exploiting Parallel News Streams for Unsupervised Event Extraction—0
Unsupervised Biographical Event Extraction Using Wikipedia Traffic—0
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features—0
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts—0
Comparable Study of Event Extraction in Newswire and Biomedical Domains—0
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
A Simple Bayesian Modelling Approach to Event Extraction from Twitter—0
Event Extraction Using Distant Supervision—0
A Large Scale Database of Strongly-related Events in Japanese—0
Computational Narratology: Extracting Tense Clusters from Narrative Texts—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Event Extraction for Balkan Languages—0
Semi-automatic Acquisition of Lexical Resources and Grammars for Event Extraction in Bulgarian and Czech—0
Joint Event Extraction via Structured Prediction with Global Features—0
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