Georgios Balikas
5 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Core Methods
(2)
Deep Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
latent dirichlet allocation
(2)
text classification
(2)
bayesian inference
(1)
sentiment analysis
(1)
logistic regression
(1)
topic modeling
(1)
multi-label classification
(1)
semantic coherence
(1)
topic model
(1)
argument classification
(1)
vector space model
(1)
text span
(1)
document segmentation
(1)
large language model
(1)
sentiment quantification
(1)
probabilistic modeling
(1)
topical coherence
(1)
transfer learning
(1)
Papers
John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification
SemEval 2023
Topical Coherence in LDA-based Models through Induced Segmentation
ACL 2017
TwiSe at SemEval-2017 Task 4: Five-point Twitter Sentiment Classification and Quantification
SemEval 2017
Modeling topic dependencies in semantically coherent text spans with copulas
COLING 2016
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification
SemEval 2016