[Apologies for multiple postings]
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Workshop on Technologies for MT of Low Resource Languages (LoResMT 2018)
Boston, Massachusetts, March 21, 2018
https://sites.google.com/view/loresmt/
@ AMTA 2018 (http://www.conference.amtaweb.org/)
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SCOPES
Statistical and neural machine translation (SMT/NMT) methods have been
successfully used to build MT systems in many popular languages in the
last two decades with significant improvements on the quality of
automatic translation. However, these methods still rely upon a few
natural language processing (NLP) tools to help pre-process human
generated texts in the forms that are required as input for these
methods, and/or post-process the output in proper textual forms in
target languages.
In many MT systems, the performance of these tools has great impacts on
the quality of resulting translation. However, there is not much
discussion on these NLP tools, their methods, their roles in different
MT systems of diverse methods, and their coverage of support in the many
languages of the world, etc. In this workshop, we would like to bring
together researchers who work on these topics and help review/overview
what are the most important tasks we need from these tools for MT in the
following years.
These NLP tools include, but not limited to, several kinds of word
tokenizers/de-tokenizers, word segmenters, morphology analysers, etc.
In this workshop, we solicit papers dedicated to these supplementary
tools that are used in any language and especially in low resource
languages. We would like to have an overview of these NLP tools from
our community. The evaluations of these tools in research papers should
include how they have improved the quality of MT output.
TOPICS
We solicit original research papers, review papers as well as position
papers on these tools in the workshop. Multilingual and/or
Cross-lingual NLP tools for MT of low resource languages are especially
welcome. Topics of the workshop include but not limited to
- Research and review papers of pre-process and/or post-process NLP
tools for MT
- Position papers on the development of pre-process and/or post-process
tools for MT
- Word tokenizers/de-tokenizers for specific languages
- Word/morpheme segmenters for specific languages
- Alignment/Re-ordering tools for specific language-pairs
- Use of morphology analysers and/or morpheme segmenters for MT
- Multilingual and/or Cross-lingual NLP tools for MT
- Reusability of existing NLP tools for low resource languages
- Corpora curation technologies for low resource languages
- Review of available parallel corpora for low resource languages
- Research and review papers of MT methods for low resource languages
- Fast building of MT systems for low resource languages
- Reusability of existing MT systems for low resource languages
IMPORTANT DATES
December 22, 2017: First call for papers
January 8, 2018: Second call for papers
February 4, 2018: Submission deadline of workshop papers
February 11, 2018: Notification of acceptance
February 16, 2018: Camera-ready papers due
March 21, 2018: LoResMT workshop
CONTACT
[email protected]
--
Mikel L. Forcada http://www.dlsi.ua.es/~mlf/
Departament de Llenguatges i Sistemes Informàtics
Universitat d'Alacant
E-03690 Sant Vicent del Raspeig
Spain
Office: +34 96 590 9776
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