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\jyear{2021}%

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\begin{document}

\title[Article title]{Rumour detection using Graph Neural Network and oversampling in the benchmark Twitter datasets}

% Improving rumour detection using graph neural network and oversampling

%%=============================================================%%
%% Prefix	-> \pfx{Dr}
%% GivenName	-> \fnm{Joergen W.}
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\author*[1]{\fnm{Shaswat} \sur{Patel}}\email{shaswatp.co18@nsut.ac.in}
\equalcont{These authors contributed equally to this work.}
\author[1]{\fnm{Prince} \sur{Bansal}}\email{princeb.co18@nsut.ac.in}
\equalcont{These authors contributed equally to this work.}
\author[1]{\fnm{Preeti} \sur{Kaur}}\email{preeti.kaur@nsut.ac.in}
\affil*[1]{\orgdiv{Department of Computer Engineering}, \orgname{Netaji Subhas University of Technology}, \orgaddress{\street{Azad Hind Fauj Marg}, \city{New Delhi}, \postcode{110078}, \state{New Delhi}, \country{India}}}

\maketitle

\section{Supplementary}\label{sec1}

\begin{table}[]
    \centering
    \begin{tabular}{|c|c|}
    \hline
         Hyper-parameter & value & \hline
         Learning rate & $5 \times 10^{-3}$ & \hline
         Weight decay & $1 \times 10^{-3}$ & \hline
         Batch size & 128 & \hline 
         Epochs & 100 & \hline
    \end{tabular}
\caption{Hyper-parameters for training GNN models on PHEME9 with 3 labels.} 
\label{table:dataDistribution}
\end{table}

\begin{table}[]
    \centering
    \begin{tabular}{|c|c|}
    \hline
         Hyper-parameter & value & \hline
         Learning rate & $5 \times 10^{-3}$ & \hline
         Weight decay & $1 \times 10^{-3}$ & \hline
         Batch size & 128 & \hline 
         Epochs & 100 & \hline
    \end{tabular}
\caption{Hyper-parameters for training GNN models on PHEME9 with 2 labels and PHEME5.} 
\label{table:dataDistribution}
\end{table}

\begin{figure}
    \includegraphics[width=\textwidth]{Relevancy.png}
    % \label{fig:preprocessedtweetexample}
    \centering
    \caption{An example of Twitter thread to explain the importance for non-random selection criteria.}
    \label{fig:relevancy}
\end{figure}

\end{document}
