Md Saiful Islam

13 papers · 2021–2026 · 7 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint

🌈 Renaissance Researcher (5) ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (64)

Venues

COLING (4) EMNLP (3) NAACL (2) AAAI (1) AACL (1) ACL (1) EACL (1)

Top co-authors

Mohammad Ruhul Amin (2) MD. Kamrujjaman Mobin (2) Shrestha Datta (2) Abdul Wadud Shakib (2) Khondoker Ittehadul Islam (2) Ehsan Hoque (2) Rada Mihalcea (1) Hrithik Majumdar Shibu (1) Riddhiman Swanan Debnath (1) Abhik Bhattacharjee (1)

Research topics

Machine Learning (10) Natural Language Processing (8) Applications (6) Core Methods (6) Artificial Intelligence (5) Deep Learning (5) Architectures (5) Core AI (5) Learning Types (5) Computer Vision (2) Speech & Audio (2) Analysis (2) Application Areas (2) Resources & Methods (2) Synthesis (2)

Keywords

low-resource language (5) text classification (3) bangla language (2) ensemble method (2) sentiment analysis (2) multimodal learning (2) inverse perplexity weighting (2) bengali language (2) transformer model (2) video understanding (1) contextual information (1) multi-task learning (1) machine-generated text detection (1) natural language understanding (1) question answering (1) ensemble learning (1) low-rank approximation (1) video analysis (1) attention mechanism (1) multilingual text classification (1)

Papers

BanglaIPA: Towards Robust Text-to-IPA Transcription with Contextual Rewriting in Bengali EACL 2026 Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis AAAI 2025 BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting NAACL 2025 ExMute: A Context-Enriched Multimodal Dataset for Hateful Memes COLING 2025 From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025 LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts COLING 2025 LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models COLING 2025 MultiMinds at MAHED 2025: Multimodal and Multitask Approaches for Detecting Emotional, Hate, and Offensive Speech in Arabic Content EMNLP 2025 BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla NAACL 2022 EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts AACL 2022 A Study on Using Semantic Word Associations to Predict the Success of a Novel ACL 2021 Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video EMNLP 2021 SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts EMNLP 2021