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b/presentation/presentation.tex @@ -48,12 +48,14 @@ \begin{itemize} \item Identifying intent of a citation in scientific papers +\bigskip \item Three Intent categories/classes from the data set \begin{enumerate} \item background (background information) \item method (use of methods/tools) \item result (comparing results) \end{enumerate} +\bigskip \item {\bf Classification Task } \begin{itemize} \item Assign a discrete class (intent) for each data point @@ -74,6 +76,7 @@ \item method - 2.3K \item result - 1.1K \end{enumerate} +\bigskip \item Testing Data: 1.8K data points \begin{enumerate} \item background - 1K @@ -139,38 +142,96 @@ Lexicons and Regular Expressions ($\approx$ 30 Features) \end{itemize} \end{itemize} +\end{frame} +%%%% Evaluation ---- Slide 6 +\begin{frame}[fragile] +\frametitle{Evaluation of the Classifier} +\framesubtitle{F1 Score} -\end{frame} +\bigskip +\begin{itemize} + \item F1 Score + \begin{itemize} + \item weighted average of Precision and Recall + \end{itemize} + \bigskip + \begin{minted}[autogobble, breaklines,breakanywhere, fontfamily=helvetica]{python} + def f1_score(y_true, y_pred, labels, average) + \end{minted} + \bigskip + \item Averaging + \begin{itemize} + \item MACRO + \item MICRO + \item None + \end{itemize} + \bigskip + \item Why {\color{red} MACRO} and {\color{red}MICRO} ? + +\end{itemize} +\end{frame} +%%%% Results ---- Slide 7 \begin{frame} -\frametitle{There Is No Largest Prime Number} -\framesubtitle{The proof uses \textit{reductio ad absurdum}.} -\begin{theorem} -There is no largest prime number. \end{theorem} -\begin{enumerate} -\item<1-| alert@1> Suppose $p$ were the largest prime number. -\item<2-> Let $q$ be the product of the first $p$ numbers. -\item<3-> Then $q+1$ is not divisible by any of them. -\item<1-> But $q + 1$ is greater than $1$, thus divisible by some prime -number not in the first $p$ numbers. -\end{enumerate} -\end{frame} +\frametitle{Model Performance} +\framesubtitle{Results} + +\begin{table} +\def\arraystretch{1.5} + {\setlength{\tabcolsep}{2em} + \begin{tabular}{| l | c | c |} \hline + {\bf Averaging} & {\bf Score} \\ + \hline \hline + MACRO & 0.59 \\ + \hline + MICRO & 0.57 \\ + \hline + background & 0.63 \\ + method & 0.48 \\ + result & 0.55 \\ + \hline + \end{tabular}} + +\caption{F1-Score Results} +\end{table} -\begin{frame}{A longer title} -\begin{itemize} -\item one -\item two -\end{itemize} \end{frame} -\begin{frame}[allowframebreaks] - \frametitle{References} - \bibliographystyle{plain} - \bibliography{lib} +%%%% Next Steps ---- Slide 8 +\begin{frame} +\frametitle{Next Steps} + \begin{itemize} + \item Better Feature Representation - Word Embeddings + \begin{itemize} + \item word2vec + \item BERT + \item ELMo + \item \dots{} + \end{itemize} + + \item Better Classifier (Non-Linear / Neural Networks) + \begin{itemize} + \item BiRNNs + \item BiLSTMs + \item CNNs + \item \dots{} + \end{itemize} + + \item Interaction with other groups + \end{itemize} +\end{frame} + +%%%% THANK YOU -- Slide 9 +\begin{frame} +\usebeamerfont{frametitle}\usebeamercolor[fg]{frametitle} + \centering \Large + Thanks for listening \end{frame} \end{document} + +