<div dir="ltr"><br><div class="gmail_quote"><br><div dir="ltr"><br><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><a href="http://glicom.upf.edu/hytra6/" target="_blank"><b><span style="font-size:14pt;font-family:arial" lang="EN-SG">HyTra-6: Sixth Workshop on Hybrid Approaches to Translation</span></b></a>

<div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><p style="margin-bottom:6pt;text-align:justify"><span style="background-color:rgb(255,0,0)"><b><span style="background-color:rgb(255,255,255)"><span style="color:rgb(255,0,0)"><i><span style="font-size:11pt;font-family:arial">*** NEW Paper submission</span></i></span></span><span style="font-size:11pt;font-family:arial"><span style="background-color:rgb(255,255,255)"><span style="color:rgb(255,0,0)"> October <span></span>2nd, 2016 ***</span></span><br></span></b></span></p><span style="background-color:rgb(255,0,0)"><b>

</b><i><span style="font-size:11pt;font-family:arial"></span></i></span>

<p style="margin-bottom:6pt;text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG">The Sixth Workshop on
Hybrid Approaches to Translation (HyTra-6), in conjunction with <b>COLING 2016</b>,
intends to invite work contributions on integrating any type of data-driven and
linguistic-based machine translation approaches. Nowadays, there are more
paradigms competing in machine translation including statistical (phrase-based,
hierarchical and syntax-based), neural-based and rule-based. Each of them has
their own advantages and disadvantages which make it worth the research on
hybridization, integration and/or combination of approaches. Given that
academic and industry perspectives may differ on the opinion of which are the
most suitable paradigms, HyTra gives a strong relevance to the participation of
both in the workshop. The fact that machine translation is a highly
interdisciplinary field (including engineers, computer scientists,
mathematicians, translators, linguists…), specially in the research of
hybridization, enriches the workshop in its discussions, proceedings, invited
talks and, even, in one contributed volume published by Springer.</span><span lang="EN-SG"></span></p>

<p style="margin-bottom:6pt;text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG">In this edition, HyTRA
will specially focus on motivating the cooperation and interaction between the
different human components, as well as to foster innovation and creativity in
the Hybrid Machine Translation research community. That is why we encourage the
participation of the different integrating fields (engineers, computer
scientists, mathematicians, translators, linguists either from academy or
industry) to contribute to our special call of shared task proposals. </span></p>

<p style="margin-bottom:6pt;text-align:justify"><span style="font-size:11pt;font-family:arial;color:rgb(0,0,10)" lang="EN-SG">Given the
complementarity and mutual attractiveness of data-driven and rule-based MT, the
appearance of new data-driven approaches <span> </span>(such as the neural-based one), the question
is what the combined architecture should look like. </span><span lang="EN-SG"></span></p>

<p style="text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG">We will solicit contributions including but not
limited to the following topics:</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">ways and techniques of
hybridization</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">architectures for the
rapid development of hybrid MT systems</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">applications of hybrid
systems</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">hybrid systems dealing
with under-resourced languages</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">hybrid systems dealing
with morphologically rich languages</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">using linguistic
information (morphology, syntax, semantics) to enhance statistical MT (e.g.
with hierarchical or factored models)</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">bootstrapping rule-based
systems from corpora</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">extraction of
dictionaries from parallel and comparable corpora</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">induction of
morphological, grammatical, and translation rules from corpora</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">improving MT with
statistical and rule-based computational linguistics methods (word sense
disambiguation, information extraction, terminology mining, metaphor
recognition, etc.)</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol;color:rgb(0,0,10)" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial;color:rgb(0,0,10)" lang="EN-SG">machine
learning techniques for hybrid MT and complex data structures</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol;color:rgb(0,0,10)" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial;color:rgb(0,0,10)" lang="EN-SG">describing and
using structural mappings between languages (e.g. tree-structures using
synchronous/transduction grammars)</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">system combination
approaches such as multi-engine MT (parallel) or automatic post-editing
(sequential)</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">hybrid methods in spoken
language translation</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">heuristics for limiting
the search space in hybrid MT</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">translation of user
generated contents</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">alternative methods for
the fair evaluation of the output of different types of MT systems (e.g.
relying on linguistic criteria)</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">use of word embeddings
and continuous vector space representations in hybrid MT</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">neural networks, deep
learning and neural MT hybridization </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">open source tools and
free language resources for hybrid MT</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">presentations of
industrial hybrid MT systems and technologies which involve hybrid MT systems
in commercial and professional applications</span></p>

<p style="text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span>

</p><p style="margin-bottom:6pt;text-align:justify"><b><span style="font-size:11pt;font-family:arial" lang="EN-SG">Call for shared task proposals</span></b></p>



<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">We solicit proposals for
shared tasks relevant to hybrid translation with the potential to be conducted
in future editions of the HyTra workshop series. Proposals should include:</span><span style="font-size:11pt;font-family:times;color:rgb(0,0,10);font-weight:normal"></span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal"> </span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">1) A definition of the
objectives of the shared task (e.g. user generated content translation)</span><span style="font-size:11pt;font-family:"ms mincho";color:rgb(0,0,10);font-weight:normal">
; </span><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">2) A suggestion of a
baseline system (if appropriate)</span><span style="font-size:11pt;font-family:"ms mincho";color:rgb(0,0,10);font-weight:normal">
; </span><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">3) Data to conduct the shared
task; </span><span style="font-size:11pt;font-family:"ms mincho";color:rgb(0,0,10);font-weight:normal">
</span><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">4) An
evaluation measure</span><span lang="DE"></span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal"> </span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">Proposals should be different
from those conducted elsewhere. We particularly welcome proposals which
motivate the MT industry to participate.</span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:times;color:rgb(0,0,10);font-weight:normal"> </span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">The proposals should be 2
pages long in the format required by the workshop. The best proposals will be
published in the proceedings and discussed in a panel. The authors of
convincing proposals will be invited to organize a shared task in conjunction
with upcoming editions of the HyTra workshop series.</span><span style="font-size:11pt;font-family:times;color:rgb(0,0,10);font-weight:normal"></span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal"> </span></p>

<p style="text-align:justify" class="MsoNormal"><span style="font-size:11pt;font-family:arial;color:rgb(26,26,26);font-weight:normal">Please send your proposals
to <a href="mailto:patrik.lambert@gmail.com" target="_blank">patrik.lambert@gmail.com</a></span><span style="font-size:11pt;font-family:times;color:rgb(0,0,10);font-weight:normal"></span></p><b><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span></b>

<p style="margin-bottom:6pt;text-align:justify"><b><span style="font-size:11pt;font-family:arial" lang="EN-SG">Important Dates</span></b><span lang="EN-SG"></span></p>



<p style="margin-bottom:6pt;text-align:justify"><span style="color:rgb(255,0,0)"><b><i><span style="font-size:11pt;font-family:arial">NEW Paper submission</span></i><span style="font-size:11pt;font-family:arial"> October 2nd, 2016</span></b></span></p><b>

</b><p style="margin-bottom:6pt;text-align:justify"><i><span style="font-size:11pt;font-family:arial">Notification to authors</span></i><span style="font-size:11pt;font-family:arial"> October 16th, 2016</span></p>

<p style="margin-bottom:6pt;text-align:justify"><i><span style="font-size:11pt;font-family:arial">Camera-ready deadline</span></i><span style="font-size:11pt;font-family:arial"> October 30th, 2016</span></p>

<p style="margin-bottom:6pt;text-align:justify"><i><span style="font-size:11pt;font-family:arial">Workshop </span></i><span style="font-size:11pt;font-family:arial">December
11th, 2016</span><span style="font-size:11pt;font-family:arial" lang="EN-SG"></span></p>

<p style="margin-bottom:6pt;text-align:justify"><b><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span></b></p>

<p style="margin-bottom:6pt;text-align:justify"><b><span style="font-size:11pt;font-family:arial" lang="EN-SG">Program Committee </span></b></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Arianna Bisazza,
University of Amsterdam, The Netherlands </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Bogdan Babych, University
of Leeds, UK </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Rafael E. Banchs,
Institute for Infocomm Research, Singapore </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Alexey Baytin, Yandex,
Moscow, Russia </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Pierrette Bouillon,
ISSCO/TIM/ETI, University of Geneva, Switzerland </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="ES"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="ES">Marta
R. Costa-jussa, UPC, Barcelona </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="ES"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="ES">Josep
Maria Crego, Systran, Paris, France</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="DE"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="DE">Kurt
Eberle, Lingenio GmbH, Heidelberg, Germany </span><span style="font-size:11pt;font-family:arial" lang="FR"> </span><span style="font-size:11pt;font-family:arial" lang="DE"></span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="ES"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial">Cristina
España, </span><span style="font-size:11pt;font-family:arial" lang="ES">UPC, Barcelona </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Christian Federmann,
Microsoft Research, Seattle, USA </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="ES"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial">José A. R.
Fonollosa,</span><span style="font-size:11pt;font-family:arial" lang="ES"> UPC, Barcelona </span><span style="font-size:11pt;font-family:arial" lang="ES"> </span><span style="font-size:11pt;font-family:arial" lang="ES"></span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Maxim Khalilov, Berlin,
Germany </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Udo Kruschwitz,
University of Essex, UK </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Patrik Lambert, Pompeu
Fabra University, Barcelona, Spain </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Maite Melero, Pompeu
Fabra University, Barcelona, Spain</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Reinhard Rapp,
Universities of Aix-Marseille, France, and Mainz, Germany </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">George Tambouratzis,
Institute for Language and Speech Processing, Greece </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Jörg Tiedemann,
University of Uppsala, Sweden </span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:symbol" lang="EN-SG"><span>·<span style="font:7pt "times new roman"">       </span></span></span><span style="font-size:11pt;font-family:arial" lang="EN-SG">Grigori Sidorov,
Instituto Politécnico Nacional, Mexico</span></p>

<p style="margin-left:36pt;text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span></p>



<p style="text-align:justify"><b><span style="font-size:11pt;font-family:arial" lang="EN-SG">Organizing
Committee</span></b><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span>

</p><p style="text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG">Patrik Lambert, Bogdan Babych, Kurt Eberle, Rafael E.
Banchs, Reinhard Rapp and Marta R. Costa-jussà</span></p>

<p style="text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG"> </span></p>

<p style="text-align:justify"><b><span style="font-size:11pt;font-family:arial" lang="EN-SG">Contact</span></b><span lang="EN-SG"> </span>

</p><p style="text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG">Patrik Lambert (</span><span lang="EN-SG"><a href="mailto:patrik.lambert@gmail.com" target="_blank"><span><span style="font-size:11pt;font-family:arial;color:black">patrik.lambert@gmail.com</span></span></a><span><span style="font-size:11pt;font-family:arial">)</span></span></span></p>

<p style="text-align:justify"><span style="font-size:11pt;font-family:arial" lang="EN-SG"><br></span><span lang="EN-SG"></span></p>

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