\begin{table*}[!htbp]
\centering
\ra{1.3}
\subfloat[Results on year 2016 datasets]{
\begin{tabular}{@{}lcrrrrrcrrrrr@{}}
\toprule
\multirow{2}{*}{Models} & & \multicolumn{5}{c}{Optimized ARS weights} &&
\multicolumn{5}{c}{MAP} \\
\cmidrule{3-7} \cmidrule{9-13}
& & SDM score & QAMat & MeSH Dist. & SemMedDB1 & SemMedDB2 & & batch1 & batch2 & batch3 & batch4 & batch5 \\
\midrule
All & & 0.3043 & 0.4747 & 0.0846 & 0.0102 & 0.1264 & & {\color{blue}0.4438} & {\color{blue}0.4780} & {\color{blue}0.4534} & {\color{blue}0.4388} & {\color{blue}0.3722} \\
$-$ QAMat & & 0.4515 & - & 0.2848 & 0.0718 & 0.1919 & & \textbf{0.4202} & 0.4721 & \textbf{0.4227} & \textbf{0.4145} & 0.3604 \\
$-$ MeSH Dist. & & 0.3279 & 0.5771 & - & 0.0309 & 0.0642 & & 0.4410 & \textbf{0.4659} & 0.4476 & 0.4307 & 0.3614 \\
$-$ SemMedDB & & 0.2896 & 0.5365 & 0.1739 & - & - & & 0.4352 & 0.4680 & 0.4329 & 0.4161 & \textbf{0.3521} \\
Baseline & & 1.0000 & - & - & - & - & & 0.4279 & 0.4709 & 0.4306 & 0.4219 & 0.3505 \\
\bottomrule
\end{tabular}}\\[3mm]
\subfloat[Results on year 2017 datasets]{
\begin{tabular}{@{}lcrrrrrcrrrrr@{}}
\toprule
\multirow{2}{*}{Models} & & \multicolumn{5}{c}{Optimized ARS weights} & &
\multicolumn{5}{c}{MAP} \\
\cmidrule{3-7} \cmidrule{9-13}
& & SDM score& QAMat & MeSH Dist. & SemMedDB1 & SemMedDB2 & & batch1 & batch2 & batch3 & batch4 & batch5 \\
\midrule
All& & 0.1665 & 0.7298 & 0.0411 & 0.0062 & 0.0564 & & {\color{blue}0.4075} & {\color{blue}0.4363} & {\color{blue}0.4534} & {\color{blue}0.3891} & {\color{blue}0.2316} \\
$-$ QAMat & & 0.5243 & - & 0.1832 & 0.2406 & 0.0520 & & \textbf{0.3782} & \textbf{0.4190} & \textbf{0.4372} & \textbf{0.3690} & 0.2181 \\
$-$ MeSH Dist. & & 0.3121 & 0.5494 & - & 0.0638 & 0.0747 & & 0.3956 & 0.4221 & 0.4471 & 0.3772 & \textbf{0.2144} \\
$-$ SemMedDB & & 0.2970 & 0.5220 & 0.1811 & - & - & & 0.3808 & 0.4316 & 0.4459 & 0.3758 & 0.2154 \\
Baseline & & 1.0000 & - & - & - & - & & 0.3959 & 0.4176 & 0.4378 & 0.3746 & 0.2133 \\
\bottomrule
\end{tabular}}
\caption{Ablation study -- Bold entries indicate biggest drop in MAP and blue entries
correspond to best MAP values \label{tbl:ablation}}
\end{table*}
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