From f3a177671824a6bf5a89bb2b91dd26442ecdb9f6 Mon Sep 17 00:00:00 2001 From: Ronald Tse Date: Sat, 5 Sep 2026 21:09:49 +0200 Subject: [PATCH] docs(papers): verified citations for the three latex trees Every added reference verified against its arXiv abstract page this session: ByT5 2105.13626, Muon 2502.16982, MTP 2404.19737, GKD 2306.13649, GTPO 2508.04349, Nakdimon 2105.05209, D-Nikud 2402.00075. - arabic: cite ByT5/Muon/MTP/GKD/GTPO at their mentions; bibitems added alongside Sadeed; the GTPO inline arXiv id promoted to a bibitem - hebrew: fix the Nakdimon misattribution (Elazar is the first author's given name; authors are Gershuni and Pinter, Findings of NAACL 2022); complete the ByT5 entry; add D-Nikud - umbrella: first bibliography (Sadeed/ByT5/DictaBERT) with table cites All three trees compile clean: 0 errors, no undefined citations. --- docs/paper-arabic/main.pdf | Bin 168391 -> 169297 bytes docs/paper-arabic/main.tex | 17 +++++++++++------ docs/paper-hebrew/main.pdf | Bin 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windowed protocol. \item A data ablation showing in-domain DER falls 2.42\% $\rightarrow$ 0.99\% as @@ -225,19 +225,19 @@ \subsection{The distilled client tier} The same benchmark disciplines a 300M distilled student shipped for browser/edge inference. From the 1.0 rung (8.26\%), a pre-registered lever ladder reached \textbf{4.82\%} (42\% error reduction at -identical architecture and artifact size): the Muon optimizer alone +identical architecture and artifact size): the Muon optimizer~\cite{muon} alone contributes $-2.96$pp (a controlled 2$\times$2 factorial closes additively: optimizer $-2.96$, memory-layer capacity $-0.70$, combined $-3.43$), fresher r7 teacher labels $-0.47$pp, and longer training a further $-0.25$pp (4.57\%). Four registered negatives -bracket the ladder: multi-token-prediction as a training auxiliary +bracket the ladder: multi-token-prediction~\cite{mtp} as a training auxiliary scored 5.09\% ($+0.26$pp vs control, with a disclosed preemption confound); swapping news-domain training units for classical Tashkeela at constant budget scored 5.81\% ($+0.98$pp); adding 18k classical units on top at matched epochs scored 4.82\%---flat against the 3-epoch control and 0.25pp behind news-only training at the same epochs, the add canceling the epoch gain entirely; and -on-policy generalized distillation (reverse-KL on student-sampled +on-policy generalized distillation~\cite{gkd} (reverse-KL on student-sampled sequences scored by the frozen teacher) scored 6.00\% ($+1.18$pp, the worst rung measured)---the domain-coverage hypothesis failing in every direction it was tested. Together with the RL negatives, @@ -260,8 +260,8 @@ \subsection{RL at SFT convergence: three negative results} G2P the best checkpoint \emph{lost} 2 points on SentenceBench homographs (77.34$\to$75.37\%), with dev reward degrading monotonically past step 200. - \item \textbf{GTPO-GRPO} (entropy-weighted per-token credit, - arXiv:2508.04349; graded alignment-based reward): dev curve + \item \textbf{GTPO-GRPO} (entropy-weighted per-token + credit~\cite{gtpo}; graded alignment-based reward): dev curve \emph{exactly} flat (5.9692\% at steps 0/100/150); the final benchmark equals the teacher within protocol noise. \end{itemize} @@ -318,6 +318,11 @@ \section{Reproducibility} \begin{thebibliography}{9} \bibitem{sadeed} Sadeed: Arabic Diacritization. arXiv:2504.21635, 2025. +\bibitem{byt5} Xue et al. ByT5: Towards a token-free future with pre-trained byte-to-byte models. TACL, 2022. arXiv:2105.13626. +\bibitem{muon} Liu et al. Muon is Scalable for LLM Training. arXiv:2502.16982, 2025. +\bibitem{mtp} Gloeckle et al. Better \& Faster Large Language Models via Multi-token Prediction. arXiv:2404.19737, 2024. +\bibitem{gkd} Agarwal et al. On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes. ICLR, 2024. arXiv:2306.13649. +\bibitem{gtpo} Tan et al. GTPO and GRPO-S: Token and Sequence-Level Reward Shaping with Policy Entropy. arXiv:2508.04349, 2025. \end{thebibliography} \end{document} diff --git a/docs/paper-hebrew/main.pdf b/docs/paper-hebrew/main.pdf index bc2f91b6b2678ddfff748a0e3933776c82cb0c8e..aa28f6e3fd9d1337b0a30bbbb5451a97b36cca17 100644 GIT binary patch delta 33833 zcmV(@K-RyZya~F&2@xewL`E$!E;kA#(A34)3NV9?tYWUL6V70mZd=wrkh>8x%K{~?u>fe`bijjueGd<9`!dl z>b~Q#->jSKTd6z$rk{Vh`j@RQ!pyr-K-cYgemp2{eEf5_%?s}udy)5k>qlO{_2bN| zRkQuP`+Xy_posE~A4fqM6)eTP+l{_!bR`?^5hL|=WLC1PFSg=&+3MEG+6~j_zuo4g z*PB+3Jo@HS7$vG2adXf}vWZ~hG>uUsQIZ5kFqi-vJ@L2alE`lk;h(rafu?2yiZ{ocKTtexoZ^OiXD3c zG+Vfz4hSM%jzWKfQoCvkpF=CngXIZ{t8jJQx4M&~s^lcDl^+Np*MrTcA|s8)L;Yh@Q_$ejLhNtt^|8e}i9$;&S+2#1~8kQmj*Ei|jw zZ$6;$T=9R%<3TryS4bYYdD^A^owRO=Re#0sW0H0@m4^FZ^t!{_L`vQ{pZT=L{i;2M+6t9mm`mfJ>2wiQ16h2Py04LFfVUaa`pt@m9zo>A#LyV48{IGnPrO9SfK z>+U;&6H@PuQuPzJYgM^BA(+G=K&7KlG~oPAw!VLO*2)UuZXX(haV)3Gfiw&{mKBQk zuoM=pr_4OtBV~HxV-I>@N-~z3N6pkBt5LV}c5*y$3vNk&!AZbH=4EC}yPq2daKkP9 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V6_=4<0v-!AH8L~`B_%~qMhan5ZWjOm diff --git a/docs/paper-hebrew/main.tex b/docs/paper-hebrew/main.tex index 423b85c..65933b2 100644 --- a/docs/paper-hebrew/main.tex +++ b/docs/paper-hebrew/main.tex @@ -22,7 +22,7 @@ ACL-2020 test corpora the same model is strong across modern, poetry, and rabbinic line-level registers (0.52/0.24/0.45 DER), localizing the weak surface specifically to paragraph-level Biblical text---register -coverage, not a general modern-text gap; we note D-Nikud, the recent +coverage, not a general modern-text gap; we note D-Nikud~\cite{dnikud}, the recent open TavBERT+Bi-LSTM system, publishes no numbers on these corpora. Error analysis shows the vowel-pointing accuracy of our model at aligned positions is 97.1\%, @@ -204,8 +204,14 @@ \section{Reproducibility} \begin{thebibliography}{9} \bibitem{dictabert} DictaBERT-large-char-menaked. Dicta, 2023--2024. -\bibitem{nakdimon} Elazar et al. Nakdimon. 2020. -\bibitem{byt5} Xue et al. ByT5: Towards a Token-Free Future. 2022. +\bibitem{nakdimon} Elazar Gershuni and Yuval Pinter. Restoring Hebrew + Diacritics Without a Dictionary (Nakdimon). Findings of NAACL, 2022. + arXiv:2105.05209. +\bibitem{byt5} Xue et al. ByT5: Towards a token-free future with + pre-trained byte-to-byte models. TACL, 2022. arXiv:2105.13626. +\bibitem{dnikud} Adi Rosenthal and Nadav Shaked. D-Nikud: Enhancing + Hebrew Diacritization with LSTM and Pretrained Models. arXiv:2402.00075, + 2024. \end{thebibliography} \end{document} diff --git a/docs/paper-umbrella/main.pdf b/docs/paper-umbrella/main.pdf index 5d3c5a96f9f832a048c187b38831b5fe9df9ee2b..ec024c87f6130a6d277b639cc835c59c6fef3fdd 100644 GIT binary patch delta 36074 zcmZU%Q*fYN*R>n7!;Ys2IWc^$Yi^|KnB}QZ zU0foD@-G`Vbqd#s9GH-@JaT^x{}W4AR+QY61wOJf@F-NEu`Yy3?rv^kc|NA2d>VXQ zpZF9aD3O#C$s-;gNvOk##_~mziv;nCBV3wZ_PT29QmF4I=VOEqv(8<)&#D|4T7lm< z9(L^pr{ciYZ0f&6sU$CstHZnJ#~w_dY)FeZI&XByic=1=97T%rB@Vn-{d zoHy)E^R6%42|1!(m(7o`^qk7PuKxuOe?;OD-J=H}um-2ZQO9 zSE7@*R0v(y#99krLH`+oA62Z|bG}x6+U!z>OJMncx`H%eQ6X?vou*;>t1xaaPR#xx z?hDX5y1?b_rMpanylQlc7WaWKIKUXf5)({>sDNOdY3VyQCl~1o%95W4Jd zhEk_BwB>_~Oh6!lWz*=_IM71ldvQz}K zogIt!pTB@`)eALhkS3j--wzmHip$z}_W(Z+20{9ZB)?8*D)2GH0Ebk~DFfovE&}LW z-Sj7rf_w$%Qh`)EGYyjzI&0w^QOj)3Hpc~33vm-TnChPe3(AN%Az8)JfU)7bcUp;J zXzOyU&3o58FuL7QjC}mI^!@nALlvOinzn*JC$hiA0P&GX^x}_0Oz1UGvCo1S@u>5V 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