Nadine Abdelhalim

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) EMNLP (1) Interspeech (1)

Top co-authors

Ingy Abdelhalim (2) Riza Batista-Navarro (2) Ahmed Soliman (1) Emmanuel Akinrintoyo (1) Abdullah Khered (1) Nicole Salomons (1)

Research topics

Deep Learning (2) Healthcare & Medicine (2) Natural Language Processing (2) Applications (2) Clinical (2) Machine Learning (1) Speech & Audio (1) Analysis (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Recognition (1) Resources & Methods (1)

Keywords

text classification (1) machine translation (1) speech recognition (1) dialect translation (1) arabic dialect (1) model interpretability (1) data imbalance (1) multilingual model (1) clinical text (1) text-to-text model (1) clinical text classification (1) word error rate (1) dementia detection (1) bert-based classification (1) text-to-text transfer transformer (1) t5 model (1) text-to-text transformer (1) large language model (1) filler word detection (1) text-based classification (1)

Papers

WhisperD: Dementia Speech Recognition and Filler Word Detection with Whisper Interspeech 2025 Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023 UniManc at NADI 2023 Shared Task: A Comparison of Various T5-based Models for Translating Arabic Dialectical Text to Modern Standard Arabic EMNLP 2023