Statistical machine translation
A Lopez - ACM Computing Surveys (CSUR), 2008 - dl.acm.org
Statistical machine translation (SMT) treats the translation of natural language as a machine
learning problem. By examining many samples of human-produced translation, SMT …
learning problem. By examining many samples of human-produced translation, SMT …
A systematic comparison of various statistical alignment models
We present and compare various methods for computing word alignments using statistical or
heuristic models. We consider the five alignment models presented in Brown, Della Pietra …
heuristic models. We consider the five alignment models presented in Brown, Della Pietra …
The alignment template approach to statistical machine translation
A phrase-based statistical machine translation approach—the alignment template approach—
is described. This translation approach allows for general many-to-many relations between …
is described. This translation approach allows for general many-to-many relations between …
[PDF][PDF] Statistical machine translation
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[PDF][PDF] An Evaluation Tool for Machine Translation: Fast Evaluation for MT Research.
In this paper we present a tool for the evaluation of translation quality. First, the typical
requirements of such a tool in the framework of machine translation (MT) research are …
requirements of such a tool in the framework of machine translation (MT) research are …
Word reordering and a dynamic programming beam search algorithm for statistical machine translation
C Tillmann, H Ney - Computational linguistics, 2003 - direct.mit.edu
In this article, we describe an efficient beam search algorithm for statistical machine
translation based on dynamic programming (DP). The search algorithm uses the translation …
translation based on dynamic programming (DP). The search algorithm uses the translation …
A survey of current paradigms in machine translation
This paper is a survey of the current machine translation research in the US, Europe and
Japan. A short history of machine translation is presented first, followed by an overview of …
Japan. A short history of machine translation is presented first, followed by an overview of …
[PDF][PDF] Statistical machine translation: From single word models to alignment templates
FJ Och - 2003 - d-nb.info
In this work, new approaches for machine translation using statistical methods are
described. In addition to the standard source-channel approach to statistical machine …
described. In addition to the standard source-channel approach to statistical machine …
Statistical machine translation with scarce resources using morpho-syntactic information
S Nießen, H Ney - Computational linguistics, 2004 - direct.mit.edu
In statistical machine translation, correspondences between the words in the source and the
target language are learned from parallel corpora, and often little or no linguistic knowledge …
target language are learned from parallel corpora, and often little or no linguistic knowledge …
[PDF][PDF] TransType: a computer-aided translation typing system
This paper describes the embedding of a statistical translation system within a text editor to
produce TRANSTYPE, a system that watches over the user as he or she types a translation …
produce TRANSTYPE, a system that watches over the user as he or she types a translation …