Pipeline Creation Language for Machine Translation
نویسندگان
چکیده
منابع مشابه
Pipeline Creation Language for Machine Translation
A pipeline is a commonly used architecture in machine translation (MT). Statistical MT can require, for example, many computational steps during training and decoding which are best viewed as a pipeline. These pipelines can be tedious to construct and are error prone since little or no type checking is performed, and no clear interface is defined for a pipeline’s components. At times this can m...
متن کاملMachine Translation for Language Preservation
Statistical machine translation has been remarkably successful for the world’s well-resourced languages, and much effort is focussed on creating and exploiting rich resources such as treebanks and wordnets. Machine translation can also support the urgent task of documenting the world’s endangered languages. The primary object of statistical translation models, bilingual aligned text, closely co...
متن کاملRandomised Language Modelling for Statistical Machine Translation
A Bloom filter (BF) is a randomised data structure for set membership queries. Its space requirements are significantly below lossless information-theoretic lower bounds but it produces false positives with some quantifiable probability. Here we explore the use of BFs for language modelling in statistical machine translation. We show how a BF containing n-grams can enable us to use much larger ...
متن کاملControlled Language for Multilingual Machine Translation
In this paper, we present an overview of the issues in designing a controlled language, the implementation of a controlled language checker, and the deployment of KANT Controlled English for multilingual machine translation. We also discuss some success criteria for introducing controlled language. Finally, future vision of KANT controlled language development is discussed.
متن کاملLanguage Models and Reranking for Machine Translation
Complex Language Models cannot be easily integrated in the first pass decoding of a Statistical Machine Translation system – the decoder queries the LM a very large number of times; the search process in the decoding builds the hypotheses incrementally and cannot make use of LMs that analyze the whole sentence. We present in this paper the Language Computer’s system for WMT06 that employs LMpow...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The Prague Bulletin of Mathematical Linguistics
سال: 2014
ISSN: 1804-0462,0032-6585
DOI: 10.2478/pralin-2014-0004