Using Comparable Corpora for Under-Resourced Areas of Machine Translation

Using Comparable Corpora for Under-Resourced Areas of Machine Translation edited by Inguna Skadiņa, Robert Gaizauskas, Bogdan Babych, Nikola Ljubešić, Dan Tufiş, Andrejs Vasiļjevs.

This book provides an overview of how comparable corpora can be used to overcome the lack of parallel resources when building machine translation systems for under-resourced languages and domains. It presents a wealth of methods and open tools for building comparable corpora from the Web, evaluating...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Skadiņa, Inguna (Editor), Gaizauskas, Robert (Editor), Babych, Bogdan (Editor), Ljubešić, Nikola (Editor), Tufiş, Dan (Editor), Vasiļjevs, Andrejs (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Theory and Applications of Natural Language Processing,
Springer eBook Collection.
Subjects:
Natural language processing (Computer science).
Computational linguistics.
Data mining.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Introduction
  • Cross-language comparability and its Applications for MT (Bogdan Babych, Fangzhong Su, Anthony Hartley, Ahmet Aker, Monica Lestari Paramita, Paul Clough, Robert Gaizauskas)
  • Collecting comparable corpora (Monica Lestari Paramita, Ahmet Aker, Paul Clough, Robert Gaizauskas, Nikos Glaros, Nikos Mastropavlos, Olga Yannoutsou, Radu Ion, Dan Ștefănescu, Alexandru Ceauşu, Dan Tufiș and Judita Preiss)
  • Extracting data from comparable corpora (Mārcis Pinnis, Nikola Ljubešić, Dan Ştefănescu, Inguna Skadiņa, Marko Tadić, Tatjana Gornostaja, Špela Vintar, Darja Fišer)
  • Mapping and aligning units from comparable corpora (Ahmet Aker, Alexandru Ceaușu, Yang Feng, Robert Gaizauskas, Sabine Hunsicker, Radu Ion, Elena Irimia, Dan Ștefănescu, Dan Tufiș)
  • Training, enhancing, evaluating and using MT-Systems with comparable data (Bogdan Babych, Yu Chen, Andreas Eisele, Sabine Hunsicker, Mārcis Pinnis, Inguna Skadiņa, Raivis Skadiņš, Gregor Thurmair, Andrejs Vasiļjevs, Mateja Verlic, Xiaojun Zhang)
  • New areas of application of comparable corpora (Reinhard Rapp, Vivian Xu, Michael Zock, Serge Sharoff, Richard Forsyth, Bogdan Babych, Chenhui Chu, Toshiaki Nakazawa, Sadao Kurohashi)
  • Appendices (Ahmet Aker, Radu Ion, Nikos Mastropavlos, Monica Paramita, Mārcis Pinnis, Dan Ştefănescu, Fangzhong Su, Gregor Thurmair,Elena Irimia, Nikola Ljubešić, Evangelos Kanoulas, Judita Preiss, Rob Gaizauskas, Paul Clough, Emma Barker, Nikos Glaros, Tiberiu Boroș, Inguna Skadiņa, Andrejs Vasiļjevs).

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