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information. -\title[Largest Prime Number?] % (optional, only for long titles) -{Citation Analysis} -\subtitle{Classifying Links between Scientific Publications} +\title[] % (optional, only for long titles) +{Citation Intent Classification} +\subtitle{Identifying the Intent of a Citation in scientific papers} \author[tmip, hieutt] % (optional, for multiple authors) -{Pavan Mandava and Isaac Riley} +{Isaac Riley and Pavan Mandava} \institute[Universities Here and There] % (optional) { \inst{1}% @@ -34,11 +35,103 @@ % begin presentation content \begin{document} +%%%% Slide : 1 -- INTRO \begin{frame} \titlepage \end{frame} +%%%% TASK DESCRIPTION ----- Slide 2 +\begin{frame} +\frametitle{Task Description} + +\begin{itemize} + +\item Identifying intent of a citation in scientific papers +\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} +\item Classification Task + \begin{itemize} + \item Assign a discrete class (intent) for each data point + \end{itemize} +\end{itemize} + +\end{frame} + +%%%% DATA SET ---- Slide 3 +\begin{frame} +\frametitle{Data set} + +\begin{itemize} + +\item Training Data: 8.2K+ data points + \begin{enumerate} + \item background - 4.8K + \item method - 2.3K + \item result - 1.1K + \end{enumerate} +\item Testing Data: 1.8K data points + \begin{enumerate} + \item background - 1K + \item method - 0.6K + \item result - 0.2K + \end{enumerate} +\end{itemize} + +\end{frame} + + +%%%% Approach/Architectures ---- Slide 4 +\begin{frame}[fragile] +\frametitle{Approach \& Architecture} +\framesubtitle{Classifier Implementation} + +Base Classifier: {\bf {\color{red} Perceptron}} +\begin{itemize} + \item Linear Classifier + \item Binary Classifier +\end{itemize} +\bigskip + +\begin{minted}[autogobble, breaklines,breakanywhere, fontfamily=helvetica, fontsize=\small]{python} +class Perceptron: + def __init__(self, label: str, weights: dict, theta_bias: float) + def score(self, features: list) + def update_weights(self, features: list, learning_rate: float, penalize: bool, reward: bool) + +class MultiClassPerceptron: + def __init__(self, epochs: int,learning_rate: float,random_state: int) + def fit(self, X_train: list, labels: list) + def predict(self, X_test: list) + +\end{minted} + +\end{frame} + + + +%%%% Approach/Architectures ---- Slide 5 +\begin{frame}[fragile] +\frametitle{Approach \& Architecture} +\framesubtitle{Feature Representation} + +Lexicons and Regular Expressions + +\begin{itemize} + \item LEXICONS + \item REGEX +\end{itemize} + + + +\end{frame} + + + \begin{frame} \frametitle{There Is No Largest Prime Number} \framesubtitle{The proof uses \textit{reductio ad absurdum}.}