\begin{table*}[t]
\centering
\small
\begin{tabular}{lrr|p{6cm}|r}
\toprule

\multicolumn{5}{c}{\textbf{\textit{\bzd}}} \\
\midrule
Language & \multicolumn{1}{c}{Retrieval (r)} & \multicolumn{1}{r}{Dev Exemplars (d)} & \multicolumn{1}{|l|}{Notes} & \multicolumn{1}{r}{chrF++} \\
\midrule
\bzd & 80 & 20 & Uses Morphological \bzd prompting and NFD-normalization. & \textbf{19.99} \\
\bzd & 80 & 20 & Uses Regular Prompting. & 11.50 \\
\bzd & 40 & 20 & ... & 11.41 \\
\bzd & 10 & 10 & ... & 11.41 \\
\bzd & 20 & 20 & ... & 11.16 \\
\bzd & 20 & 10 & ... & 10.95 \\
\bzd & 40 & 10 & ... & 10.95 \\
\bzd & 10 & 10 & ... & 10.63 \\
\bzd & 80 & 10 & ... & 10.17 \\
\bzd & 80 & 0  & ... & 6.53 \\
\bzd & 40 & 0  & ... & 5.93 \\
\bzd & 20 & 0  & ... & 5.30 \\
\bzd & 10 & 0  & ... & 4.75 \\

\midrule
\multicolumn{5}{c}{\textbf{\textit{\grn}}} \\
\midrule
Language & \multicolumn{1}{c}{Retrieval (r)} & \multicolumn{1}{r}{Dev Exemplars (d)} & \multicolumn{1}{|l|}{Notes} & \multicolumn{1}{r}{chrF++} \\
\midrule
\grn & 40 & 49 & Includes synthetic exemplars. Not submitted because ablation was incomplete at submission deadline. & 51.34 \\
\grn & 40 & 20 & ... & 48.38 \\
\grn & 80 & 49 & Includes synthetic exemplars. & \textbf{48.24} \\
\grn & 80 & 20 & ... & 42.61 \\
\grn & 0  & 49 & ... & 20.80 \\

\midrule
\multicolumn{5}{c}{\textbf{\textit{\nlv}}} \\
\midrule
Language & \multicolumn{1}{c}{Retrieval (r)} & \multicolumn{1}{r}{Dev Exemplars (d)} & \multicolumn{1}{|l|}{Notes} & \multicolumn{1}{r}{chrF++} \\
\midrule
\nlv & 40 & 20 & -- & \textbf{25.67} \\
\nlv & 40 & 10 & -- & 25.59 \\
\nlv & 80 & 20 & -- & 25.25 \\
\nlv & 80 & 10 & -- & 25.16 \\
\nlv & 20 & 20 & -- & 24.16 \\
\nlv & 20 & 10 & -- & 23.91 \\
\nlv & 40 & 0  & -- & 16.56 \\
\nlv & 80 & 0  & -- & 16.37 \\
\nlv & 20 & 0  & -- & 15.61 \\

\midrule
\multicolumn{5}{c}{\textbf{\textit{\hch}}} \\
\midrule
Language & \multicolumn{1}{c}{Retrieval (r)} & \multicolumn{1}{r}{Dev Exemplars (d)} & \multicolumn{1}{|l|}{Notes} & \multicolumn{1}{r}{chrF++} \\
\midrule
\hch & 40 & 20 & -- & \textbf{18.99} \\
\hch & 40 & 10 & -- & 17.74 \\
\hch & 20 & 20 & -- & 17.56 \\
\hch & 80 & 10 & -- & 17.48 \\
\hch & 80 & 20 & -- & 17.13 \\
\hch & 20 & 10 & -- & 16.81 \\
\hch & 40 & 0  & -- & 16.59 \\
\hch & 80 & 0  & -- & 16.25 \\
\hch & 20 & 0  & -- & 13.80 \\


\midrule
\multicolumn{5}{c}{\textbf{\textit{\yua}}} \\
\midrule
Language & \multicolumn{1}{c}{Retrieval (r)} & \multicolumn{1}{r}{Dev Exemplars (d)} & \multicolumn{1}{|l|}{Notes} & \multicolumn{1}{r}{chrF++} \\
\midrule
\yua & -- & 49 & Fixes $r = 0$ for lack of retrieval exemplars. & \textbf{26.29} \\
\yua & -- & 20 & ... & 26.29 \\
\yua & -- & 40 & ... & 25.07 \\
\yua & -- & 30 & ... & 25.05 \\
\yua & -- & 0 & Fixes $r = 0$ for lack of retrieval exemplars. At $d = 0$, the model receives no signal from the target language. & 20.25 \\



\bottomrule
\end{tabular}
\caption{Dev chrF++ results across languages for the proposed system. (...) Indicates previous \textit{Notes} column entry applies. (--) Indicates no \textit{Notes}. \textbf{Bold} entries \textit{ChrF++} column are submission scores for each target language.}
\label{tab:grid_search}
\end{table*}

% \yua & -- & 49 & 212 & 50$\dagger$ & 26.29\\
% \nlv & 40 & 20 & 200 & 16,145 & 25.67 \\
% \bzd & 80 & 20 & 267 & 7,508 & 19.99 \\
% \hch & 40 & 20 & 201 & 8,966 & 18.99 \\