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# Who cites «Arabic Diacritization: Stats, Rules, and Hacks»

30 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. [← the card](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2017-darwish-arabic-diacritization-stats-rules-hacks/)

1. [Are LLMs Good Text Diacritizers? An Arabic and Yoruba Case Study](https://md.mova.elamur.ai/free/en/docs/papers/lingbulk-2026-toyin-are-llms-good-text-diacritizers/) *— our card · 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference*
2. [Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM Benchmarks](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2026-inoue-do-diacritics-matter-evaluating-impact/) *— our card · 2026 · Findings of the Association for Computational Linguistics: EACL 2026*
3. [More Data, Fewer Diacritics: Scaling Arabic TTS](https://arxiv.org/abs/2603.01622) *— 2026 · arXiv:2603.01622*
4. [Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models](https://aclanthology.org/2025.emnlp-main.846/) *— 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing*
5. [Sadeed: Advancing Arabic Diacritization Through Small Language Model](https://arxiv.org/abs/2504.21635) *— 2025 · arXiv:2504.21635*
6. [Arabic Diacritics in the Wild: Exploiting Opportunities for Improved Diacritization](https://aclanthology.org/2024.acl-long.792/) *— 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)*
7. [Arabic Diacritization Using Morphologically Informed Character-Level Model](https://md.mova.elamur.ai/free/en/docs/papers/coling-2024-elmallah-arabic-diacritization-morphologically-informed-character/) *— our card · 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)*
8. [Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need](https://arxiv.org/abs/2401.04848) *— 2024 · arXiv:2401.04848*
9. [CATT: Character-based Arabic Tashkeel Transformer](https://aclanthology.org/2024.arabicnlp-1.21/) *— 2024 · Proceedings of the Second Arabic Natural Language Processing Conference*
10. [Dotless Representation of Arabic Text: Analysis and Modeling](https://arxiv.org/abs/2312.16104) *— 2023 · arXiv:2312.16104*
11. [QVoice: Arabic Speech Pronunciation Learning Application](https://arxiv.org/abs/2305.07445) *— 2023 · arXiv:2305.07445 · InterSpeech 2023*
12. [Take the Hint: Improving Arabic Diacritization with Partially-Diacritized Text](https://arxiv.org/abs/2306.03557) *— 2023 · arXiv:2306.03557*
13. [Taqyim: Evaluating Arabic NLP Tasks Using ChatGPT Models](https://arxiv.org/abs/2306.16322) *— 2023 · arXiv:2306.16322*
14. [How Much Does Lookahead Matter for Disambiguation? Partial Arabic Diacritization Case Study](https://md.mova.elamur.ai/free/en/docs/papers/cl-2022-esmail-how-much-does-lookahead-matter/) *— our card · 2022 · Computational Linguistics*
15. [Improving Arabic Diacritization with Regularized Decoding and Adversarial Training](https://md.mova.elamur.ai/free/en/docs/papers/acl-2021-qin-improving-arabic-diacritization-regularized-decoding/) *— our card · 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)*
16. [A Multitask Learning Approach for Diacritic Restoration](https://md.mova.elamur.ai/free/en/docs/papers/acl-2020-alqahtani-multitask-learning-approach-diacritic-restoration/) *— our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
17. [Automated Prediction of Medieval Arabic Diacritics](https://arxiv.org/abs/2010.05269) *— 2020 · arXiv:2010.05269*
18. [Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization](https://aclanthology.org/2020.wanlp-1.4/) *— 2020 · Proceedings of the Fifth Arabic Natural Language Processing Workshop*
19. [Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging](https://md.mova.elamur.ai/free/en/docs/papers/acl-2020-zalmout-joint-diacritization-lemmatization-normalization-fine/) *— our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics*
20. [A System for Diacritizing Four Varieties of Arabic](https://aclanthology.org/D19-3037/) *— 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations*
21. [Arabic Text Diacritization Using Deep Neural Networks](https://arxiv.org/abs/1905.01965) *— 2019 · arXiv:1905.01965*
22. [Highly Effective Arabic Diacritization using Sequence to Sequence Modeling](https://aclanthology.org/N19-1248/) *— 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)*
23. [Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation](https://md.mova.elamur.ai/free/en/docs/papers/aclbulk-2019-fadel-neural-arabic-text-diacritization-state/) *— our card · 2019 · Proceedings of the 6th Workshop on Asian Translation*
24. [Build Fast and Accurate Lemmatization for Arabic](https://md.mova.elamur.ai/free/en/docs/papers/lingbulk-2018-mubarak-build-fast-accurate-lemmatization-arabic/) *— our card · 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)*
25. [Diacritization of Maghrebi Arabic Sub-Dialects](https://arxiv.org/abs/1810.06619) *— 2018 · arXiv:1810.06619*
26. alabbasi-2022-gulf-arabic-diacritization-guidelines-initial
27. gonzalez-2026-tale-two-scripts-transliteration-post
28. hamed-2019-automatic-diacritization-as-prerequisite-automatic
29. lee-2024-methods-applications-directions-learning-rank
30. mubarak-2020-arabic-curriculum-analysis
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