---
title: "Preslav Nakov — papers of 2025 — 10 papers, the most cited first"
description: "Preslav Nakov — papers of 2025: 10 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Preslav Nakov — papers of 2025 — 10 papers, the most cited first

10 papers · [all years of Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/#years)

**[Arabic Dataset for LLM Safeguard Evaluation](https://md.research.elamur.ai/free/en/papers/ashraf-2025-arabic-dataset-llm-safeguard-evaluation/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yasser Ashraf, Yuxia Wang, Bin Gu, et al.*2025 · 22 citations*

**[Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models](https://md.research.elamur.ai/free/en/papers/gao-2025-shaping-safety-boundaries-understanding-defending/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lang Gao, Jiahui Geng, Xiangliang Zhang, et al.*2025 · 19 citations*

**[Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect](https://md.research.elamur.ai/free/en/papers/shang-2025-atlas-chat-adapting-large-language/) [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/)**Guokan Shang, Hadi Abdine, Yousef Khoubrane, et al.*2025 · 18 citations*

**[Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework](https://md.research.elamur.ai/free/en/papers/xu-2025-aristotle-mastering-logical-reasoning-logic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jundong Xu, Hao Fei, Meng Luo, et al.*2025 · 16 citations*

**[BALSAM: A Platform for Benchmarking Arabic Large Language Models](https://md.research.elamur.ai/free/en/papers/matham-2025-balsam-platform-benchmarking-arabic-large/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Rawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed, et al.*2025 · 14 citations*

**[Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models](https://md.research.elamur.ai/free/en/papers/vazhentsev-2025-unconditional-truthfulness-learning-unconditional-uncertainty/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, et al.*2025 · 10 citations*

**[Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts](https://md.research.elamur.ai/free/en/papers/shang-2025-nile-chat-egyptian-language-models/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Guokan Shang, Hadi Abdine, Ahmad Chamma, et al.*2025 · 9 citations*

**[Exploring the Limitations of Detecting Machine-Generated Text](https://md.research.elamur.ai/free/en/papers/doughman-2025-exploring-limitations-detecting-machine-generated/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin, et al.*2025 · 7 citations*

**[From Multiple-Choice to Extractive QA: A Case Study for English and Arabic](https://md.research.elamur.ai/free/en/papers/lynn-2025-multiple-choice-extractive-qa-case/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Teresa Lynn, Malik H. Altakrori, Samar M. Magdy, et al.*2025 · 1 citation*

- [MuDRiC: Multi-Dialect Reasoning for Arabic Commonsense Validation arXiv:2508.13130](https://md.research.elamur.ai/free/en/papers/elozeiri-2025-mudric-multi-dialect-reasoning-arabic/) — Kareem Elozeiri, Mervat Abassy, Preslav Nakov, et al. · 2025