From 5f1e9ddf00c6c15a1baa4ff590a0c13790318f7f Mon Sep 17 00:00:00 2001 From: Ronald Tse Date: Sun, 6 Sep 2026 09:16:49 +0200 Subject: [PATCH] docs(papers): cite the remaining named data sources and baselines Completes the verified-citations pass: Tashkeela corpus cite in the Arabic data section (Zerrouki and Balla, Data in Brief 11:147-151, 2017 - the corpus Sadeed itself derives its dataset from), and the umbrella results table's Persian and Urdu reference baselines (Homo-GE2PE = Qharabagh et al., arXiv:2505.12973; Epitran = Mortensen, Dalmia and Littell, LREC 2018). All three verified against the source before entry. 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\item \textbf{Tashkeela-full}~\cite{tashkeela}: the complete 75M-word classical dump, cleaned with a Sadeed-style pipeline (orthographic normalization, haraqat consistency checks, length filtering). \item \textbf{Arabic Wikipedia}: modern prose, distilled of @@ -323,6 +323,7 @@ \section{Reproducibility} \bibitem{mtp} Gloeckle et al. Better \& Faster Large Language Models via Multi-token Prediction. arXiv:2404.19737, 2024. \bibitem{gkd} Agarwal et al. On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes. ICLR, 2024. arXiv:2306.13649. \bibitem{gtpo} Tan et al. GTPO and GRPO-S: Token and Sequence-Level Reward Shaping with Policy Entropy. arXiv:2508.04349, 2025. +\bibitem{tashkeela} Taha Zerrouki and Amar Balla. Tashkeela: Novel corpus of Arabic vocalized texts, data for auto-diacritization systems. \emph{Data in Brief}, 11:147--151, 2017. \end{thebibliography} \end{document} diff --git a/docs/paper-umbrella/main.pdf b/docs/paper-umbrella/main.pdf index ec024c87f6130a6d277b639cc835c59c6fef3fdd..925850e0aa64c25c0dc4f4daa99492cfca561d55 100644 GIT binary patch delta 22477 zcmV(_K-9m8^a!E;2oWVvL`E$!E;kA#(A34)3NtjZ5#S2}IFS((12{D|mr)A>D1WV4 zNpssc7QXveXb!HTDj`jR1eeY!&f48}#nbVek{nnm98!o0v&=?0}g9S8kQZSo_X_^LB&$ZQUt*1ZE|2X(? zesKLj{Wt+F%E#)n<<<({ zc#|R$)lm|q=^^M2`+fi6FCP5hbKk;LmPPOtHmYWNd#~S;AKWN#AsLDM@HGoQ(Xgdy z4foS1sg6XHmg@m0r=g6}@MELg0!3L+MrF(|zsE9mYN@$*0lO*#fOHCv#ZuX;SNdiu zWuTft^__*$391c< zQ}^l^<^h`L9;DQRl*%YSyc}hOl0>B%E_lI};kQA~YCEJdX%mRI9T(4(; z!^}sQ|Jd080~1i{$zx2is3`u=*JWOcK(9=1ac=~N{J~n}aTM=_W9$3R#UYJ~?4>xQ zk8${00L&8+t!QsTjYOiiayCdGOmblrjnGMyuAemk4QWD8ym@M<)9N1du%uMsEWrxdxUhvkTNRl0`lvS5jtrk40 z2K$6zy}s*T<9|v5=Ghfy+^*>^G4%2{HQbrTD0`1#mqsQqNqN;R4{DT8Bn==jy2#cB 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