thesis.tex

\documentclass[UKenglish,final]{ifimaster}

\usepackage{thesisstyle}

\DeclareBibliographyCategory{software}
\addtocategory{software}{
  matplotlib,keras,scikit-learn,tensorflow,gensim,seaborn,scipy,
}

\addbibresource{references.bib}
\addbibresource{proceedings.bib}

\title{Automated Assessment of Norwegian L2 Essays}
\subtitle{Using Multi-task Learning}
\author{Stig Johan Berggren}

% \renewcommand*\rmdefault{ptm}

\begin{document}

\duoforside[
  dept={Department of Informatics},
  program={Informatics: Language and Communication},
  long
]

\frenchspacing

\frontmatter{}

\chapter*{Acknowledgements}

I want to thank my supervisors, Taraka Rama Kasicheyanula and Lilja Øvrelid
in the Department of Informatics at the University of Oslo.

\tableofcontents{}
\listoffigures{}
\listoftables{}

% \chapter*{Preface}

\mainmatter{}

\input{./tex/introduction}
\input{./tex/background}
\input{./tex/dataset}
\input{./tex/experiments}
\input{./tex/sequencemodels}
\input{./tex/multitask}
\input{./tex/heldout}
\input{./tex/conclusion}

\chapter*{Acronyms}

\begin{acronym}[CBOW]
  \acro{AES}{Automated essay scoring}
  \acro{API}{Application programming interface}
  \acro{CEFR}{Common European Framework of Reference for Languages}
  \acro{CBOW}{Continuous bag of words}
  \acro{CNN}{Convolutional neural network}
  \acro{GRU}{Gated recurrent unit}
  \acro{L1}{First language}
  \acro{L2}{Second language}
  \acro{LADO}{Language analysis for the determination of origin}
  \acro{LDA}{Linear discriminant analysis}
  \acro{LSTM}{Long short-term memory}
  \acro{MAE}{Mean absolute error}
  \acro{ML}{Machine learning}
  \acro{MLP}{Multi-layer perceptron}
  \acro{NLI}{Native language identification}
  \acro{NLP}{Natural language processing}
  \acro{POS}{Part of speech}
  \acro{PCA}{Principal component analysis}
  \acro{REST}{Representational state transfer}
  \acro{RMSE}{Root mean squared error}
  \acro{QWK}{Quadratic weighted Kappa}
  \acro{ReLU}{Rectified linear unit}
  \acro{RNN}{Recurrent neural network}
  \acro{SLA}{Second language acquisition}
  \acro{SVM}{Support vector machine}
  \acro{XML}{Extensible markup language}

  \acroindefinite{CNN}{an}{a}
  \acroindefinite{LDA}{an}{a}
  \acroindefinite{LSTM}{an}{a}
  \acroindefinite{ML}{an}{a}
  \acroindefinite{SVM}{an}{a}
\end{acronym}
% \chapter*{Abstract}

\backmatter{}

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\printbibliography[title={Software}, category=software]

\end{document}