Olga Kolesnikova
18 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(17)
Applications
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Machine Learning
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Resources & Methods
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Deep Learning
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Artificial Intelligence
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Architectures
(7)
Learning Types · Machine Learning
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Interdisciplinary
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Keywords
low-resource language
(10)
text classification
(6)
multi-label classification
(4)
machine translation
(3)
multilingual model
(3)
transformer model
(3)
ethiopian language
(3)
natural language processing
(3)
binary classification
(3)
indigenous language
(3)
large language model
(2)
multilingual nlp
(2)
sentiment analysis
(2)
benchmark evaluation
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transfer learning
(2)
random forest
(2)
parallel corpus
(2)
emotion recognition
(2)
emotion detection
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machine-generated text detection
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Papers
Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions
NAACL 2025
Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data
SemEval 2025
CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection
SemEval 2025
CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection
COLING 2025
CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English
COLING 2025
CULEMO: Cultural Lenses on Emotion - Benchmarking LLMs for Cross-Cultural Emotion Understanding
ACL 2025
Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding
COLING 2025
Girma@DravidianLangTech 2025: Detecting AI Generated Product Reviews
NAACL 2025
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
COLING 2024
EthioMT: Parallel Corpus for Low-resource Ethiopian Languages
COLING 2024
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning
EACL 2024
NLP Progress in Indigenous Latin American Languages
NAACL 2024
Social Media Fake News Classification Using Machine Learning Algorithm
EACL 2024
Social Media Hate and Offensive Speech Detection Using Machine Learning method
EACL 2024
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models
ACL 2023
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities
EACL 2023
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec
ACL 2023
CIC NLP at SMM4H 2022: a BERT-based approach for classification of social media forum posts
COLING 2022