Deema Alnuhait

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1) COLING (1)

Top co-authors

Khalid Almubarak (2) Saied Alshahrani (2) Ahmed Ashraf (2) Emad A. Alghamdi (2) Reem I. Masoud (2) Neeraja Kirtane (1) Muhammad Khalifa (1) Zead Saleh (1) Mohammed Alkhowaiter (1) Gubran A. Q. Abdulrahman (1)

Research topics

Natural Language Processing (4) Resources & Methods (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Application Areas (1) Applications (1) Core Methods (1)

Keywords

large language model (4) arabic language (3) instruction tuning (2) hidden state (1) language model (1) hallucination mitigation (1) evaluation benchmark (1) data quality (1) hallucination detection (1) dataset evaluation (1) instruction dataset (1) cultural alignment (1) trustworthiness evaluation (1) preemptive detection (1) representation learning (1) post-training dataset (1) factual accuracy (1) model safety (1)

Papers

AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic COLING 2025 FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025 Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations EMNLP 2025 CIDAR: Culturally Relevant Instruction Dataset For Arabic ACL 2024