Test sur les LLM et les zero-shot avec le nouveau dataset

memoire/chapters/figureslist.tex

+% !TeX spellcheck = fr_FR
+\renewcommand{\listfigurename}{Liste des illustrations}
+\listoffigures
+\addcontentsline{toc}{chapter}{\listfigurename} % Adding toc entry
+
+\paragraph{Références des URL}
+
+\begin{itemize}
+\item URL01 \href{ce-site.ch/bla/bli/blo/blou.html}{ce-site.ch/bla/bli/blo/blou.html}
+\item URL03 \href{ce-site.ch/blou/bli/bla.html}{ce-site.ch/blou/bli/bla.html}
+\item URL04 \href{https://commons.wikimedia.org/w/index.php?curid=906980}{https://commons.wikimedia.org/w/index.php?curid=906980}
+\item URL06 \href{ce-site.ch/monrapportdestage.pdf}{ce-site.ch/monrapportdestage.pdf}
+\end{itemize}
\ No newline at end of file

memoire/chapters/globaltoc.tex

+% !TeX spellcheck = fr_FR
+\chapter*{Table des matières}
+
+\textit{La table des matières doit reprendre tous les niveaux de titre et sous-titre du mémoire, y compris les pages initiales (page des remerciements, énoncé du sujet, résumé, table des annexes et autres tables), ainsi que les références documentaires, etc.}
+
+\startcontents[default]
+\printcontents[default]{ }{1}{}
+
+\startcontents[annexes]
+\stopcontents[annexes]
\ No newline at end of file

memoire/chapters/intro.tex

+% !TeX spellcheck = fr_FR
+\chapter*{Introduction}
+\addcontentsline{toc}{chapter}{Introduction} % Adding toc entry
+
+Votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte, votre texte.
\ No newline at end of file

memoire/chapters/references.tex

+% !TeX spellcheck = fr_FR
+\chapter*{Références documentaires}
+\addcontentsline{toc}{chapter}{Références documentaires} % Adding toc entry
+
+\noindent\textit{Sites Web consultés – Code repris d’ailleurs – Notices techniques – Articles de presse – Ouvrage imprimés – Ouvrages électroniques – Chapitre dans un ouvrage imprimé – Rapports imprimés – Travaux universitaires – Articles de revues imprimés – Articles de périodiques électroniques – Communication dans un congrès. Pour chacun de ces types de document, les mise en forme sont dans le document « Méthode de citation et de rédaction d’une bibliographie ».}\\
+
+\textit{Afin de gagner du temps, pensez à utiliser le logiciel de gestion bibliographique Zotero (et/ou BibTeX si vous utilisez LaTeX) pour la mise en forme et l’édition automatique de vos références à la norme ISO690.}
\ No newline at end of file

memoire/chapters/tableslist.tex

+% !TeX spellcheck = fr_FR
+\renewcommand{\listtablename}{Liste des tableaux}
+\listoftables
+\addcontentsline{toc}{chapter}{\listtablename} % Adding toc entry
+
+\vspace*{14.4pt}
+
+\textit{N.B. Si vous avez peu de tableaux, vous pouvez les intégrer à la table des illustrations.}
+
+\vspace*{14.4pt}
+
+\paragraph{Références des URL}
+
+\begin{itemize}
+\item URL02 \href{ce-site.ch/bli/bla/blo/blou}{ce-site.ch/bli/bla/blo/blou}
+\item URL05 \href{ce-site.ch/publications/documents/rapports/rapportsdestage/monrapportdestage.pdf}{ce-site.ch/publications/documents/rapports/rapportsdestage/monrapportdestage.pdf}
+\end{itemize}
\ No newline at end of file

memoire/chapters/titleref.tex

+% !TeX spellcheck = fr_FR
+\thispagestyle{empty}
+\vspace*{500pt} % DO NOT MODIFY THIS VALUE
+Légende et source de l'illustration de couverture :
\ No newline at end of file

memoire/config/thesis.tex

+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%                                                                             %
+%% HEPIA BACHELOR THESIS LATEX TEMPLATE                                        %
+%% version 0.10 - 2020/04/25                                                    %
+%%                                                                             %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%\documentclass[12pt]{report}
+\usepackage[T1]{fontenc}
+\usepackage[utf8]{inputenc}
+\usepackage[french]{babel}
+\usepackage[cm]
+			{fullpage}	% Set margins to full page
+\usepackage[a4paper,includeheadfoot,margin=2.5cm]{geometry}
+%\usepackage[a4paper,includehead,includefoot,top=2.1cm,bottom=2.5cm,right=2.5cm,left=2.5cm]{geometry}
+\usepackage{lmodern}	% latin Modern font (FALLBACK FONT)
+
+\usepackage{caption}
+\captionsetup{labelfont=sc}
+% You can change names of table and figure here
+\def\frenchtablename{Tableau} 
+\def\frenchfigurename{Illustration} 
+
+\usepackage{float}
+\usepackage{tikz}		% Image and drawing related package - TITLE PAGE
+\usepackage{setspace}	% Custom spacing package            - TITLE PAGE
+\usepackage{array}		% Array related package				- TITLE PAGE
+\usepackage{helvet}		% Helvetica font ~ Arial			- TITLE PAGE
+\usepackage{mathptmx}	% Times font ~ Times New Roman
+\usepackage{carlito}	% Calibri replacement font
+\usepackage[scaled=0.85]
+			{beramono}	% Vera mononspace {fvm}
+
+%% This defines the default sans serif, roman and monospace fonts
+\renewcommand{\sfdefault}{phv}	% helvetica as sans serif font
+\renewcommand{\rmdefault}{ptm}	% times as roman (serif) font
+\renewcommand{\ttdefault}{fvm}	% Vera mononspace as monospace font
+\usepackage{bold-extra}	% Allow custom typsettings horrors like bold Small Caps
+\usepackage{slantsc}	% Allow custom typsettings horrors like bold Small Caps
+
+\usepackage[bigcaptions]
+			{listing}	% listing related package
+\usepackage{listings}	% listing related package
+\usepackage{titletoc}
+%\usepackage{tocbibind}	% TOC related package
+\usepackage[titles]
+			{tocloft}	% TOC related package - here to add dots to chapter leader in TOC
+\renewcommand{\cftchapleader}{\cftdotfill{\cftdotsep}}
+\usepackage{lipsum}		% Lorem Ipsum generator
+
+\usepackage{fancyhdr}
+\usepackage{graphicx}	
+\usepackage{color}
+\usepackage{xcolor}
+\usepackage{chngcntr}	% counter related package
+%\usepackage{emptypage}	% adds blank pages without number, but keeps page numbering going on
+
+\graphicspath{{figures/}}
+
+\usepackage[acronym,toc,shortcuts,hyperfirst=true]{glossaries}
+\makenoidxglossaries
+\input{glossary/acronyms}
+\glsenablehyper
+\renewcommand*{\glstextformat}[1]{\textcolor{darkblue}{#1}}
+
+\usepackage[htt]
+			{hyphenat}	% hyphenation related package
+\usepackage[hyperfootnotes=true,
+			linkcolor=darkgray,
+			citecolor=black,
+			filecolor=black,
+			pagecolor=black,
+			urlcolor=darkblue,
+			linktoc=all,
+			bookmarks=true,
+			pdfborder={0 0 0},
+			pdfdisplaydoctitle=true,
+			pdftoolbar=true,
+			pdfmenubar=true,
+			pdfstartview=X Y Z,
+			pdfstartpage=1,
+			breaklinks]
+			{hyperref}	% URL and hyperlinks configuration, with hard break if too long lines
+			
+\usepackage[hyphens]{url}
+\sloppy % helps with url hyphenation if we no not use xurl.
+%% IF YOUR URLS LOOK UGLY AND WAY TO LONG, UNCOMMENT THE LINE BELOW AND __DO NOT__ USE OVERLEAF, WHICH DOESN'T SUPPORT EXTENDED LATEX PACKAGES
+%\usepackage{xurl}
+\usepackage{numprint}	% number notation related package, e.g 10'000'000
+%\usepackage{amsmath}	% math related package
+
+\counterwithout{footnote}{chapter}
+
+\usepackage{setspace}	% linespacing related package
+
+\definecolor{codebg}{rgb}{0.98,0.98,0.98}
+\definecolor{sectcol}{rgb}{0.094,0.184,0.486}
+\definecolor{darkgray}{rgb}{0.2,0.2,0.2}
+\definecolor{darkblue}{rgb}{0.2,0.2,0.4}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% CUSTOM TOC %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%% This defines the way section and subsections are numbered.
+%% Uncomment to have section numbered without chapter number
+% \renewcommand\thesection{\arabic{section}}
+% having subsections numbered with letters
+\renewcommand{\thesubsection}{\alph{subsection}}
+
+%% This allows you to tweak the depth numbering of the TOC and the sections
+\setcounter{tocdepth}{3}	% TOC depth numbering set to 3
+\setcounter{secnumdepth}{3}	% section depth numbering set to 3
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% /CUSTOM TOC %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% CUSTOM CHAPTER TITLES %%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\usepackage{titlesec}
+\titleformat{\chapter}[hang]{\fontsize{15.5}{18.7}\centering\bfseries\scshape}{}{1pc}{}
+\titleformat{name=\chapter,numberless}[hang]{\fontsize{15.5}{18.7}\centering \selectfont \bfseries\scshape}{}{1pc}{}
+\titlespacing{\chapter}{0pc}{-0.44cm}{0.64cm}
+\titleformat{\section}[hang] {\fontsize{13.5}{16.7}\bfseries\scshape}{\thesection.}{1pc}{}[]
+\titlespacing{\section}{0pc}{6pt}{5pt}
+\titleformat{\subsection}[hang] {\bfseries\large}{\hspace*{1em} \thesubsection.}{1pc}{}
+\titlespacing{\subsection}{0pc}{4pt}{15pt}
+\titleformat{\subsubsection}[hang] {\bfseries\large}{\hspace*{2em} \thesubsubsection.}{1pc}{}
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% /CUSTOM CHAPTER TITLES %%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+\author{\Author}
+\title{\Title}

memoire/glossary/acronyms.tex

+% Acronym definitions
+\newacronym{utc}{UTC}{Coordinated Universal Time}
+\newacronym{adt}{ADT}{Atlantic Daylight Time}
+\newacronym{est}{EST}{Eastern Standard Time}
\ No newline at end of file

memoire/template/header.tex

+% !TeX spellcheck = fr_FR
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%                                                                             %
+%% HEPIA BACHELOR THESIS FRONTPAGE LATEX TEMPLATE                              %
+%% version 0.10 - 2020/04/25                                                    %
+%%                                                                             %
+%%                                                                             %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% set geometry
+\setlength{\headheight}{15pt}
+\setlength{\headsep}{0.5cm}
+% set text of header
+\newcommand{\Headertext}{\textcolor{black!50}{\scriptsize{\Author - \Shorttitle - Projet de semestre - \Month \Year}}}
+% define page header page style
+\fancypagestyle{withheader}{%
+\lhead[\Headertext]{\Headertext}
+\chead[]{}
+\rhead[]{}
+\renewcommand{\headrulewidth}{0pt} 
+}
+% define page stlye with chapters
+\fancypagestyle{plain}{%
+\lhead[\Headertext]{\Headertext}
+\chead[]{}
+\rhead[]{}
+\renewcommand{\headrulewidth}{0pt} 
+}
+% define page style to be used where no header is needed
+\fancypagestyle{noheader}{%
+\lhead[]{}
+\chead[]{}
+\rhead[]{}
+}
+% set header page style
+\pagestyle{withheader}
\ No newline at end of file

memoire/template/title.tex

+% !TeX spellcheck = fr_FR
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%                                                                             %
+%% HEPIA BACHELOR THESIS FRONTPAGE LATEX TEMPLATE                              %
+%% version 0.9 - 2020/04/20                                                    %
+%%                                                                             %
+%% DO NOT MODIFIY THIS PAGE                                                    %
+%%                                                                             %
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{titlepage}
+	\newgeometry{top=2cm,bottom=2cm,right=2cm,left=2cm}
+	%% HEADER IMAGES
+	\tikz[remember picture,overlay] \node[shift={(4.165cm,-1.955cm)}]
+	at (current page.north west)
+	{\includegraphics[height=1.29cm]{template/images/title/hepia_logo}};
+	\tikz[remember picture,overlay] \node[shift={(-4.238cm,-1.97cm)}]
+	at (current page.north east)
+	{\includegraphics[height=1.29cm]{template/images/title/hes-so_geneve_logo}};
+	
+	\begin{center}
+		%% CONTENT STARTS HERE
+		{\fontfamily{phv}\selectfont
+			\vspace*{51pt}
+			{
+				%% TITLE
+				\begin{spacing}{1.5}
+					{\fontsize{16pt}{20pt} \textbf{\Title}}\\[29pt]
+				\end{spacing}
+				
+				%% IMAGE IF ANY
+				{\color{white}
+					\includegraphics[height=8cm,width=8cm]{\TitleImage}\\[35pt]
+				}
+			
+				%% PROJET DE SEMESTRE
+				{\large Projet de semestre présenté par}\\[21pt]
+				
+				%% AUTHOR
+				{\fontsize{16pt}{20pt} \textbf{\Author}}\\[17pt]
+				
+				%% DEGREE
+				{\large 
+				 \fontsize{14pt}{20pt} \textbf{Informatique et systèmes de communication avec orientation\\ \Orientation }\\[32pt]
+				
+				%% DATE
+				\textbf{\Month, \Year}}\\[49pt]
+				
+				{
+					\begin{tabular*}{16cm}{>{\centering}m{7.59cm}>{\centering}m{7.58cm}}
+						%% SUPERVISOR
+						Professeur-e HES responsable\\[13pt]
+						\textbf{ \Professor }
+						&
+						%% CLIENT (IF ANY)
+						Mandant (si existant)\\[12pt]
+						\textbf{ \Client }
+					\end{tabular*}
+				}
+			}
+			\vfill
+		}%\fontfamily
+	\end{center}
+\end{titlepage}
+\addtocounter{page}{1}