--- title: "Omer Nacar — papers of 2025 — 13 papers, the most cited first" description: "Omer Nacar — papers of 2025: 13 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/omer-nacar/year/2025/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/omer-nacar/year/2025/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Omer Nacar](https://md.research.elamur.ai/free/en/authors/omer-nacar/) / 2025 # Omer Nacar — papers of 2025 — 13 papers, the most cited first 13 papers · [all years of Omer Nacar](https://md.research.elamur.ai/free/en/authors/omer-nacar/#years) **[Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs](https://md.research.elamur.ai/free/en/papers/alwajih-2025-palm-culturally-inclusive-linguistically-diverse/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy, et al.*2025 · 37 citations* **[Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation](https://md.research.elamur.ai/free/en/papers/nacar-2025-inclusive-arabic-llms-culturally-aligned/) [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/)**Omer Nacar, Serry Taiseer Sibaee, Samar Ahmed, et al.*2025 · 14 citations* **[Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset](https://md.research.elamur.ai/free/en/papers/alwajih-2025-pearl-multimodal-culturally-aware-arabic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Fakhraddin Alwajih, Samar M. Magdy, Abdellah El Mekki, et al.*2025 · 11 citations* - [From Guidelines to Practice: A New Paradigm for Arabic Language Model Evaluation arXiv:2506.01920](https://md.research.elamur.ai/free/en/papers/sibaee-2025-guidelines-practice-new-paradigm-arabic/) — Serry Sibaee, Omer Nacar, Adel Ammar, et al. · 2025 · 8 citations - [GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training arXiv:2505.24581](https://md.research.elamur.ai/free/en/papers/nacar-2025-gate-general-arabic-text-embedding/) — Omer Nacar, Anis Koubaa, Serry Sibaee, et al. · 2025 · 7 citations **[ANPLers at IqraEval Shared task: Adapting Whisper-large-v3 as Speech-to-Phoneme for Qur'anic Recitation Mispronunciation Detection](https://md.research.elamur.ai/free/en/papers/qandos-2025-anplers-iqraeval-shared-task-adapting/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Nour Qandos, Serry Sibaee, Samar Ahmad, et al.*2025 · 2 citations* - [SHAMI-MT: A Syrian Arabic Dialect to Modern Standard Arabic Bidirectional Machine Translation System arXiv:2508.02268](https://md.research.elamur.ai/free/en/papers/sibaee-2025-shami-mt-syrian-arabic-dialect/) — Serry Sibaee, Omer Nacar, Yasser Al-Habashi, et al. · 2025 · 2 citations - [UI-Level Evaluation of ALLaM 34B: Measuring an Arabic-Centric LLM via HUMAIN Chat arXiv:2508.17378](https://md.research.elamur.ai/free/en/papers/nacar-2025-ui-level-evaluation-allam-34b/) — Omer Nacar · 2025 · 2 citations - [Advancing Arabic Reverse Dictionary Systems: A Transformer-Based Approach with Dataset Construction Guidelines arXiv:2504.21475](https://md.research.elamur.ai/free/en/papers/sibaee-2025-advancing-arabic-reverse-dictionary-systems/) — Serry Sibaee, Samar Ahmed, Abdullah Al Harbi, et al. · 2025 · 1 citation **[ANLPers at AraGenEval Shared Task: Descriptive Author Tokens for Transparent Arabic Authorship Style Transfer](https://md.research.elamur.ai/free/en/papers/nacar-2025-anlpers-arageneval-shared-task-descriptive/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Omer Nacar, Mahmoud Reda, Serry Sibaee, et al.*2025 · 1 citation* **[ANLPers at BAREC Shared Task 2025: Readability of Embeddings Training Neural Readability Classifiers on the BAREC Corpus](https://md.research.elamur.ai/free/en/papers/sibaee-2025-anlpers-barec-shared-task-2025/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Serry Sibaee, Omer Nacar, Yasser Alhabashi, et al.*2025 · 1 citation* **[ANLPers at MAHED2025: From Hate to Hope: Boosting Arabic Text Classification](https://md.research.elamur.ai/free/en/papers/alhabashi-2025-anlpers-mahed2025-hate-hope-boosting/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Yasser Alhabashi, Serry Sibaee, Omer Nacar, et al.*2025* **[ANLPers at QIAS: CoT for Islamic Inheritance](https://md.research.elamur.ai/free/en/papers/sibaee-2025-anlpers-qias-cot-islamic-inheritance/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Serry Sibaee, Mahmoud Reda, Omer Nacar, et al.*2025*