-
Notifications
You must be signed in to change notification settings - Fork 1
/
phd-thesis.tex
178 lines (155 loc) · 7.38 KB
/
phd-thesis.tex
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
\documentclass[11pt,twoside]{book}
% Packages + Config (indented to be folded in vim)
\usepackage[utf8]{inputenc}
\usepackage{graphicx} % to use imgaes, and store them in a shared folder
\graphicspath{{images/}}
\usepackage{caption} % to have caption on different parts of a figure
\usepackage{subcaption}
\usepackage{booktabs} % better looking tables
\usepackage{multirow}
\usepackage{hyperref} % to have clickable links when a paper is cited
\usepackage{bookmark} % so conclusion is not in last part (part III)
\usepackage{natbib} % to cite paper and set a nice style for bibliography
\usepackage{fancyhdr} % to print the name of section in header/footer
\usepackage{xcolor} % to write some words in color
\usepackage{amsmath} % for multiline equations
\usepackage{amsfonts} % for some symbols in \equation
\usepackage{amsthm} % to write theorems and definitions
\usepackage{pgfplots} % for plots build from inside the .tex file
\usepackage[a4paper, % default margins of a book are large, reduce them
width=150mm,top=25mm,bottom=25mm,bindingoffset=6mm]{geometry}
% I HATE TO TYPE \textcolor{red}{bla...bla} each time I want something red
\newcommand{\red}[1]{(\textcolor{red}{#1})}
% Keyboard shortcut for bold teal things for subscript text and normal text
% (used in tables of ch05 - dict2vec)
\newcommand{\indic}[1]{$_{\textcolor{teal}{\textbf{#1}}}$}
\newcommand{\teal}[1]{\textcolor{teal}{\textbf{#1}}}
% \autoref by default does not capitalize chapter/section/subsection. Make
% them Titlecase (first letter in uppercse)
\def\chapterautorefname{Chapter}
\def\sectionautorefname{Section}
\def\subsectionautorefname{Subsection}
% Configure the information displayed in header/footer of each page
% *** MODIFIED AGAIN IN chapter/01-...tex ***
\pagestyle{fancy} % L=left, R=right, C=center, O=odd pages, E=even pages
\renewcommand{\chaptermark}[1]{ \markboth{#1}{} }
\renewcommand{\sectionmark}[1]{ \markright{#1}{} }
\fancyhf{} % set header/footer empty (to override the default info)
% Even pages: pageNumberInBold chapterTitle chapterNumber
% Odd pages: sectionNumber sectionTitle pageNumberInBold
\fancyhead[LE]{\textbf{\thepage}~~~\textit{\leftmark}}
\fancyhead[RE]{\MakeUppercase{\chaptername}~\thechapter}
\fancyhead[LO]{\textit{\rightmark}}
\fancyhead[RO]{\textbf{\thepage}}
\renewcommand{\headrulewidth}{0pt} % width of horizontal rule below header
% Define some custom colors, used in one example in ch05 - dict2vec
\definecolor{maroon}{rgb}{215,0,0}
\definecolor{cobalt}{rgb}{0.0, 0.28, 0.67}
\definecolor{cerise}{rgb}{0.87, 0.19, 0.39}
\definecolor{jade}{rgb}{0.0, 0.66, 0.42}
% Special argmin/argmax with things underneath (used in optimization equation)
\DeclareMathOperator*{\argmin}{arg\,min}
\DeclareMathOperator*{\argmax}{arg\,max}
% To have some definitions or theorems or lemma
\newtheorem{theorem}{Theorem}[chapter]
\theoremstyle{definition}
\newtheorem{definition}{Definition}[chapter]
\newtheorem{lemma}{Lemma}[chapter]
% How to cite papers:
% \citet{} Textual citation
% \citep{} Parenthetical citation
% \citet*{} Same as \citet but if there are several authors, all
% names are printed
% \citep*{} The same as \citep but if there are several authors, all
% names are printed
% \citeauthor{} Prints only the name of the authors(s)
% \citeyear{} Prints only the year of the publication.
% Main parts of the thesis
\begin{document}
% Page de garde -> avant tout le reste
\newgeometry{centering} % pour que la page de garde soit centree
\input{chapters/000-garde}
\thispagestyle{empty} % no header in the page after cover page = blank page
\restoregeometry % pour que les pages suivantes ne soient plus centrees
% (dans la documentclass book, les marges des pages gauche et droite ne sont
% pas les meme, elles sont inversees, avec une plus grande marge sur le cote
% exterieur de la page).
% Table of Contents (written as "Contents")
% Evite que le header dans le TOC ait "CHAPTER 0" ou "CONTENTS" (qui est le
% default behavior)
\fancyhead[LE]{\textbf{\thepage}}
\fancyhead[RE]{\textit{Contents}}
\fancyhead[LO]{\textit{Contents}}
\fancyhead[RO]{\textbf{\thepage}}
\setcounter{tocdepth}{1} % does not add subsection into table of contents
\tableofcontents
% Introduction
% No chapter number for Intro, so need to place it manually in Table of
% Content with \addcontentsline
\chapter*{Introduction}
\addcontentsline{toc}{chapter}{Introduction}
\input{chapters/00-introduction}
% PART 1 = preliminaries + machine learning for WE
\part{Background}
\chapter{Preliminaries on Word Representations}
\label{chap:preliminaries}
\input{chapters/01-preliminaries}
\chapter{Machine Learning for Word Embeddings}
\label{chap:ml-for-we}
\input{chapters/02-machine-learning}
% PART 2 = SOTA methodes pour apprendre word vectors + SOTA size reduction
\part{Learning \textit{``Good''} Word Representations}
\chapter{Encoding Linguistic Information into Word Embeddings}
\label{chap:methods-we}
\input{chapters/03-word-embeddings}
\chapter{Reducing the Size of Representations}
\label{chap:methods-reduction}
\input{chapters/04-reduce-size}
% PART 3 = dict2vec + binarization of word embddings
\part[Improved Methods to Learn Word Embeddings] % no \\ in TOC entry
{Improved Methods to \\Learn Word Embeddings}
\chapter{Learning Word Embeddings using Lexical Dictionaries}
\label{chap:dict2vec}
\input{chapters/05-dict2vec}
\chapter{Binarization of Word Embeddings}
\label{chap:nlb}
\input{chapters/06-near-lossless}
% Conclusion and Perspectives
% No chapter number for Conclusion, so need to place it manually in Table of
% Content with \addcontentsline
\bookmarksetup{startatroot} % so it is not INSIDE part III
\addtocontents{toc}{\bigskip} % empty space after PART III in TOC
\setcounter{footnote}{0} % so footnote start at 1 (not reset with chapter*)
\chapter*{Conclusion and Perspectives}
\addcontentsline{toc}{chapter}{Conclusion and Perspectives}
\input{chapters/07-conclusion}
% List of publications
\chapter*{List of Publications}
\addcontentsline{toc}{chapter}{List of Publications}
\input{chapters/08-publications}
% List of released softwares
\chapter*{List of Released Softwares}
\addcontentsline{toc}{chapter}{List of Released Softwares}
\label{chap:software}
\input{chapters/09-softwares}
% List of figures
\listoffigures
\addcontentsline{toc}{chapter}{List of Figures}
\fancyhead[RE]{\textit{List of Figures}}
\fancyhead[LO]{\textit{List of Figures}}
% List of tables
\listoftables
\addcontentsline{toc}{chapter}{List of Tables}
\fancyhead[RE]{\textit{List of Tables}}
\fancyhead[LO]{\textit{List of Tables}}
% Bibliography
% Name of the .bib file (99-bibliography.bib) + style chosen to have full name
% of authors (no abbreviation) in refs
\cleardoublepage
\fancyhead[RE]{\textit{Bibliography}}
\fancyhead[LO]{\textit{Bibliography}}
\phantomsection
\addcontentsline{toc}{chapter}{Bibliography}
\bibliography{chapters/99-bibliography}
\bibliographystyle{plainnat}
\end{document}