Mohammad Shamsul Arefin

4 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

COLING (1) EACL (1) EMNLP (1) NAACL (1)

Top co-authors

Md. Shohanur Islam Sobuj (1) Asrarul Hoque Eusha (1) Mohammad Minhaj Uddin (1) Md Kowsher (1) Anik Mahmud Shanto (1) Yasuhiko Morimoto (1) Mst. Sanjida Jamal Priya (1) Nusrat Jahan Prottasha (1) MD.Mahadi Rahman (1) Salman Farsi (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Applications (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

transformer model (3) text classification (1) multilingual nlp (1) abusive language detection (1) language identification (1) class imbalance (1) pre-trained language model (1) hate speech detection (1) multilingual transformer (1) multilingual natural language understanding (1) stance classification (1) target identification (1) climate activism (1) devanagari script (1) large language model (1) ensemble learning (1) data oversampling (1)

Papers

AniSan@NLU of Devanagari Script Languages 2025: Optimizing Language Identification with Ensemble Learning COLING 2025 CUET_Ignite@DravidianLangTech 2025: Detection of Abusive Comments in Tamil Text Using Transformer Models NAACL 2025 CUET_Binary_Hackers at ClimateActivism 2024: A Comprehensive Evaluation and Superior Performance of Transformer-Based Models in Hate Speech Event Detection and Stance Classification for Climate Activism EACL 2024 Contrastive Learning for Universal Zero-Shot NLI with Cross-Lingual Sentence Embeddings EMNLP 2023