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@ -54,7 +54,7 @@
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\item method (use of methods/tools)
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\item method (use of methods/tools)
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\item result (comparing results)
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\item result (comparing results)
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\end{enumerate}
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\end{enumerate}
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\item Classification Task
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\item {\bf Classification Task }
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\begin{itemize}
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\begin{itemize}
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\item Assign a discrete class (intent) for each data point
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\item Assign a discrete class (intent) for each data point
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\end{itemize}
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\end{itemize}
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@ -119,11 +119,24 @@ class MultiClassPerceptron:
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\frametitle{Approach \& Architecture}
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\frametitle{Approach \& Architecture}
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\framesubtitle{Feature Representation}
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\framesubtitle{Feature Representation}
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Lexicons and Regular Expressions
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Lexicons and Regular Expressions ($\approx$ 30 Features)
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\bigskip
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\begin{itemize}
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\begin{itemize}
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\item LEXICONS
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\item LEXICONS
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\begin{minted}[autogobble, breaklines,breakanywhere, fontfamily=helvetica, fontsize=\small]{python}
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ALL_LEXICONS = {
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'INCREASE': ['increase', 'grow', 'intensify', 'build up', 'explode'],
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'USE': ['use', 'using', 'apply', 'applied', 'employ', 'make use'],
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.....
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}
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\end{minted}
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\item REGEX
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\item REGEX
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\begin{itemize}
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\item $ACRONYM$
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\item $CONTAINS\_URL$
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\item $ENDS\_WITH\_ETHYL$
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\end{itemize}
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\end{itemize}
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\end{itemize}
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