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<!DOCTYPE html>
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<head>
<meta charset="utf-8">
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<title>Raúl Vázquez</title>
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<br>
<h1><b>Raúl Vázquez</b> </span></h1>
<p class="intro-para" style="font-size:130%;"><b>Doctoral candidate at University of Helsinki in the <a href="https://blogs.helsinki.fi/language-technology/">Language Technology</a> group
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<h2 style="color:#2c3e50;font-size:150%;"> <b>ABOUT ME</b></h2>
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<p class="slide-p" style="font-size:100%;" >I'm a first year PhD student working at the University of Helsinki under the supervision of Jörg Tiedemann and Mathias Creutz. I focus on the development of models for natural language understanding (NLU) with a data-driven approach that incorporates massively multilingual parallel corpora and the use of multimodal input signals. My research is centered on the development and implementation of multilingual and multimodal machine translation models and on the analysis of internal dynamics of such systems.
<br>
<br>
I received my MSc in Mathematical Modelling from Universitá degli Studi dell'Aquila in 2017 and his BSc in Applied Mathematics from ITAM (Mexico Autonomous Institute of Technology) in 2015. My research interests cosist on Advanced Machine Learning, Natural Language Processing and Applied Mathematics.
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<h2 style="color:#2c3e50;font-size:150%;"> <b>EDUCATION</b></h2>
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<h3> PhD. in Language Technology </h3>
<h4><b>University of Helsinki </b></h4>
<h4> 2018-2022</h4>
<p style="color:#2c3e50; font-size:130%;">Supervisor: <span style="display:inline-block; width: 0.5cm;"></span> Jörg Tiedemann
<br> co-Supervisor: Mathias Creutz
<br>
Projects: <a href="https://www.helsinki.fi/en/beta/natural-language-understanding-with-cross-lingual-grounding">FoTran</a> and <a href="https://memad.eu/">MeMAD </a>
<br> <br> Focus Areas: Natural Language Processing, Neural Machine Translation, Mathematical Modelling
<br>
</p>
</div>
<div class="currentbox1">
<h3> M. Sc. Mathematical Engineering </h3>
<h4><b>Universitá degli Studi dell'Aquila</b> </h4>
<h4> 2015-2017</h4>
<p style="color:#2c3e50; font-size:125%;"> <em> Scholarship award from the EU Commission. </em></p>
<p style="color:#2c3e50; font-size:130%;"> Thesis: The Vehicle Routing Problem - An Application and Proposed Heuristics
<br> Adviser: <span style="display:inline-block; width: 0.5cm;"></span> Claudio Arbib
<br> co-Adviser: Stefano Smriglio
<br> <br> Focus Area: ODEs, PDEs, Optimization
</p>
</div>
<div class="currentbox1">
<h3> M. Sc. Technomathematik </h3>
<h4><b>Hamburg Universität </b> </h4>
<h4> 2016-2017 </h4>
<p style="color:#2c3e50; font-size:130%;"> Joint degree awarded for completing the <a href="https://www.mathmods.eu">MathMods</a> Joint M.Sc.
<br><br> Focus Areas: non-smooth Convex Optimization and Numerical Approximation methods for PDEs
</p>
</div>
<br>
<div class="currentbox1">
<h3> B.Sc. in Applied Mathematics</h3>
<h4><b>Instituto Tecnológico Autónomo de México (ITAM)</b> </h4>
<h4> 2008-2015 </h4>
<p style="color:#2c3e50; font-size:130%;"> Thesis: A Bayesian Approach to Time Series Smoothing via the Hodrick-Prescott Filter
Modelling</a>
<br> Adviser: Enrique de Alba Guerra
<br><br> Focus Areas: Statistics, Probability, Linear and non-Linear Optimization
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<h2 style="color:#2c3e50;font-size:150%;"> <b>EXPERIENCE</b></h2>
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<h3> Researcher</h3>
<h4><b>University of Helsinki</b> </h4>
<h4> 2018-Current</h4>
<p style="color:#2c3e50; font-size:130%;">
Development of models for natural language understanding (NLU) with a data-driven approach
that incorporates massively multilingual parallel corpora and the use of diverse input signals.
</p>
<br><br>
<h3> Project Coordinator and Research Assistant</h3>
<h4><b>INEGI - Mexico's Official Statistics Bureau</b> </h4>
<h4> 2014-2015</h4>
<p style="color:#2c3e50; font-size:130%;">
I assisted the Institute’s vice-president of Economical Information, Enrique de Alba Guerra.
Duties involved statistical analysis of time series and results visualization, as well as application and implementation of research articles.
</p>
</div>
<div class="currentbox2">
<h3> Data Science Lab Collaborator</h3>
<h4><b>Sedesol - Secretatiat of Social Development</b> </h4>
<h4> 2017-2018</h4>
<p style="color:#2c3e50; font-size:130%;">
Directly involved in the development of a monitor of agricultural production via remote-sensing
data as part of a hunger early-warning system for the Mexican government.
</p>
<br><br><br>
<h3> Logistics Coordinator Volunteer</h3>
<h4><b>TECHO | Mexico </b> </h4>
<h4> 2012 </h4>
<p style="color:#2c3e50; font-size:130%;">
I collaborated with the planning and implementation of a project for the detection of irregular settlements,
and the establishment of a first contact between said settlements and the NGO.
</p>
</div>
<div class="currentbox2">
<h3> Research Collaboration</h3>
<h4><b>LFondry and Universitá degli Studi dell'Aquila</b> </h4>
<h4> 2017</h4>
<p style="color:#2c3e50; font-size:130%;">
Development of an optimization model for improving LFoundry’s production line. Customization of
the Vehicle Routing Problem through Gurobi and GLPK software to improve microchips pickup and delivery time.
</p>
<br>
<h3> Vehicle Inspection Intern</h3>
<h4><b>Volkswagen Hannover</b> </h4>
<h4> 2012 </h4>
<p style="color:#2c3e50; font-size:130%;">
Created a graphical interface to improve the production line operation. I also prepared automated infrared signal sender
and receiver for facilitating the interface usage and information extraction.
</p>
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<h2 style="color:#2c3e50;font-size:150%;"> <b>PUBLICATIONS</b></h2>
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<!--/.Most recent at top-->
<font size="5">2018</font>
<br><br>
<b> Raul Vazquez, </b> Alessandro Raganato, Jörg Tiedemann and Mathias Creutz. 2018. <a href="https://arxiv.org/pdf/1811.00498.pdf">Multilingual NMT with a language-independent attention bridge.</a>
arXiv preprint arXiv:1811.00498.<br><br>
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Merialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphael Troncy and <b>Raúl Vázquez</b>.
2018. <a href="https://aclweb.org/anthology/W18-6439">The MeMAD Submission to the WMT18 Multimodal Translation Task</a>. Proceedings of the Third Conference on Machine Translation (WMT). Belgium Brussels
<br>
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<h5>CONTACT</h5>
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<p><t>Email</t><br/>
University email: [email protected] <br/>
</p>
<p><t>Address</t><br/>
Unioninkatu 40 A, Saali A 316 <br/>
00014 - Helsinki, Finland. <br/>
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