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Commit 3afad534 authored by Marc Feger's avatar Marc Feger
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Refactor dataset.tex

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\begin{frame} \begin{frame}
\frametitle{Corpus} \frametitle{Corpus}
\textbf{The argument graph} $G = (A, E)$ \textbf{ is a directed graph with:}
\begin{itemize} \begin{itemize}
\item In the resulting argument graph G = (A, E) \item Each argument-node $a_i \in A$ consisting of a conclusion $c_i$ and a not-empty set of premises $P_i$ $\Rightarrow$ $a_i = \langle c_i, P_i \rangle$
\begin{itemize} \item An edge $(a_j, a_i)$ is given if the conclusion $a_j$ is used as a premise of $a_i$
\item Each node represents an argument $a_i \in A$ consisting of a conclusion
$c_i$ and a not-empty set of premises $P_i$ $\Rightarrow$ $a_i = \langle c_i, P_i \rangle$
\item An edge $(a_j, a_i)$ is given if the conclusion $a_j$ is used as a premise
of $a_i$
\item Consequently, $P_i = \{c_1,...,c_k\}, k \geq 1$ \item Consequently, $P_i = \{c_1,...,c_k\}, k \geq 1$
\end{itemize} \end{itemize}
\end{itemize}
\begin{figure} \begin{figure}
\includegraphics[width=0.7\linewidth]{bilder/DatasetLocalView2.png} \includegraphics[width=0.7\linewidth]{bilder/DatasetLocalView2.png}
\caption{Part of the Argument-Web used to create Webis-ArgRank2017.} \caption{Part of the Argument-Web used to create Webis-ArgRank2017.}
\end{figure} \end{figure}
\end{frame} \end{frame}
\subsection{Benchmark Argument Ranking} \subsection{Benchmark Argument Ranking}
\begin{frame} \begin{frame}
\frametitle{Benchmark Argument Ranking} \frametitle{Benchmark Argument Ranking}
\cite{wachsmuth:2017a} kept those arguments fulfilling: \textbf{\cite{wachsmuth:2017a} kept those arguments fulfilling:}
\begin{itemize} \begin{itemize}
\item The conclusion was part in more than one argument \item The conclusion was part in more than one argument
\item Real claim \item Real claim
\end{itemize} \end{itemize}
Additionally, an argument had to be: \textbf{Additionally, an argument had to be:}
\begin{itemize} \begin{itemize}
\item a valid counterargument \item a valid counterargument
\item based on reasonable premises \item based on reasonable premises
\item logically consistent \item logically consistent
\end{itemize} \end{itemize}
\end{frame} \begin{block}{In total}
110 argument with a total of 32 conclusions were ranked by 7 experts.
\begin{frame}
\frametitle{Benchmark Argument Ranking}
\begin{itemize}
\item The resulting benchmark dataset consist of 32 conclusions which
participated in 110 arguments
\item Those 110 arguments were ranked by seven experts from computational
linguistics and information retrieval
\item Each argument was ranked by how much each of its premises contributes to
the acceptance or rejection of the conclusion
\end{itemize}
\end{frame}
Each annotated how much the premises contributed to the acceptance of the conclusion.
\subsection{Evaluation Method} All experts agreed with Kendall's $\tau \approx 0.36$.
\begin{frame} \end{block}
\frametitle{Evaluation Method}
\begin{itemize}
\item \cite{wachsmuth:2017a} used Kendall's $\tau \in [-1, 1]$ to evaluate the agreement between the experts and to ensure comparability
\item The mean over all experts for the evaluation of the benchmark is $\tau \approx 0.36$
\end{itemize}
\end{frame} \end{frame}
\ No newline at end of file
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