Datasets:
Tasks:
Text Classification
Formats:
json
Sub-tasks:
natural-language-inference
Languages:
English
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be407a0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 | \documentclass[varwidth=598pt]{standalone}
\usepackage{booktabs} % professional-quality tables
\usepackage{multirow} % multi-row cells in tables
\usepackage{colortbl} % color for tables (\cellcolor, \rowcolor)
\usepackage[table]{xcolor} % enhanced colors for tables
\usepackage{array} % more flexible column formats (often used)
\usepackage{tabularx} % for tables with auto-stretch columns (if used)
\usepackage{graphicx} % for images in tables or figure/table floats
\usepackage{amssymb} % math symbols
\usepackage{amsmath} % math environments
\usepackage{soul} % highlighting (used for colored text/cells)
\usepackage[normalem]{ulem} % underlining, strikethroughs
\usepackage[T1]{fontenc} % font encoding
\usepackage[utf8]{inputenc}% input encoding (legacy, fine for pdflatex)
\usepackage{microtype} % better text appearance
\usepackage{hyperref} % hyperlinks
\usepackage{textcomp} % for extra symbols
\usepackage{enumitem} % for compact lists (if used in table notes)
\usepackage{adjustbox}
\usepackage{tabu}
\usepackage{pifont} % http://ctan.org/pkg/pifont
\usepackage{bbding} % \XSolidBrush
\usepackage{makecell}
\begingroup
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\long\def\@makecaption#1#2{%
\vskip\abovecaptionskip
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\begin{document}
\begin{table}
\centering
\begin{adjustbox}{max width=\textwidth}
\begin{tabular}{lcccc}
\toprule
Methods & CoLA & STS-B & MRPC & RTE \\
\midrule
BERT$_{\rm{base}}$ & 60.3 & 89.9 & 85.1 & 70.8 \\
$\;\,$+\textsc{AD-Drop} (GA) & \textbf{64.6} & 90.4 & \textbf{88.5} & \textbf{75.1} \\
\quad\textit{r/w} IGA & 63.8 & \textbf{90.7} & \textbf{88.5} & 74.4 \\
\quad\textit{r/w} AA & 63.6 & 90.0 & 88.0 & 74.7 \\
\quad\textit{r/w} RD & 62.1 & 90.2 & 87.8 & 74.7 \\
\quad\textit{r/w} gold labels & 63.2 & - & 88.0 & 74.4 \\
\quad\textit{w/o} cross-tuning & 62.1 & 90.4 & 87.3 & 71.5 \\
\midrule
RoBERTa$_{\rm{base}}$ & 64.8 & 90.9 & 90.7 & 79.4 \\
$\;\,$+\textsc{AD-Drop} (GA) & 66.8 & 91.4 & \textbf{92.2} & \textbf{84.1} \\
\quad\textit{r/w} IGA & \textbf{68.1} & \textbf{91.6} & 91.4 & 82.7\\
\quad\textit{r/w} AA & 66.3 & 91.5 & 91.2 & 82.3 \\
\quad\textit{r/w} RD & 66.5 & 91.5 & \textbf{92.2} & 82.0 \\
\quad\textit{r/w} gold labels & 66.4 & - & 91.2 & 82.0 \\
\quad\textit{w/o} cross-tuning & 67.3 & 91.3 & 90.4 & 80.5 \\
\bottomrule
\end{tabular}
\end{adjustbox}
\caption{Table 2: Results of ablation studies, in which \textit{r/w} means ``replace with'' and \textit{w/o} means ``without''.}
\end{table}
\end{document} |