Factored Machine Translation Systems for Russian-English

نویسندگان

  • Stéphane Huet
  • Elena Manishina
  • Fabrice Lefèvre
چکیده

We describe the LIA machine translation systems for the Russian-English and English-Russian translation tasks. Various factored translation systems were built using MOSES to take into account the morphological complexity of Russian and we experimented with the romanization of untranslated Russian words.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

System Description of BJTU-NLP SMT for NTCIR-9 PatentMT

This paper presents the overview of statistical machine translation systems that BJTU-NLP developed for the NTCIR-9 Patent Machine Translation Task (NTCIR-9 PatentMT). We compared the performance between phrase-based translation model and factored translation model in our Patent SMT of Chinese to English and English to Japanese. Factored translation model was proposed as an extended phrase-base...

متن کامل

Manipuri-English Bidirectional Statistical Machine Translation Systems using Morphology and Dependency Relations

The present work reports the development of Manipuri-English bidirectional statistical machine translation systems. In the English-Manipuri statistical machine translation system, the role of the suffixes and dependency relations on the source side and case markers on the target side are identified as important translation factors. A parallel corpus of 10350 sentences from news domain is used f...

متن کامل

Improving SMT for Baltic Languages with Factored Models

This paper reports on implementation and evaluation of English-Latvian and Lithuanian-English statistical machine translation systems. It also gives brief introduction of project scope – Baltic languages, prior implementations of MT and evaluation of MT systems. In this paper we report on results of both automatic and human evaluation. Results of human evaluation show that factored SMT gives si...

متن کامل

English-Latvian SMT: knowledge or data?

In cases when phrase-based statistical machine translation (SMT) is applied to languages with rather free word order and rich morphology, translated texts often are not fluent due to misused inflectional forms and wrong word order between phrases or even inside the phrase. One of possible solutions how to improve translation quality is to apply factored models. The paper presents work on Englis...

متن کامل

OmnifluentTM English-to-French and Russian-to-English Systems for the 2013 Workshop on Statistical Machine Translation

This paper describes OmnifluentTM Translate – a state-of-the-art hybrid MT system capable of high-quality, high-speed translations of text and speech. The system participated in the English-to-French and Russian-to-English WMT evaluation tasks with competitive results. The features which contributed the most to high translation quality were training data sub-sampling methods, document-specific ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013