With the expansion of sphere human-machine communications, problem machine translation written texts from one language to another has become main subject scientific, technical, economic and commercial issues human activities. Information (MT) seems "rough" in quality. As a matter fact, it may differ traditional norms converted language. Yet, is becoming most important tools modern science techn...

We have implemented a machine translation system, the PolyMath Translator, for LaTeX documents containing mathematical text. The current implementation translates English to French LaTeX, attaining BLEU score of 53.6 on held-out test corpus sentences. It produces that can be compiled PDF without further editing. system first converts body an input document into sentences math tokens, using pand...

We, machine translation providers, as members of Asia-Pacific Association for Machine Translation (AAMT), are now establishing environments for sharing and exchanging user dictionaries among different machine translation systems. In order for users to utilize machine translation systems more effectively, we define common formats of user dictionaries, and establish electronic environments availa...

Machine translation system is software designed that essentially takes a text in one language (called the source language) and translates it into another language (called the target language). This paper presents the state of the art in the field of machine translation. First part of this paper discusses the machine translation systems for non-Indian languages and second part discusses the mach...

Current automatic machine translation systems are not able to generate error-free translations and human intervention is often required to correct their output. Alternatively, an interactive framework that integrates the human knowledge into the translation process has been presented in previous works. Here, we describe a new interactive machine translation approach that is able to work with ph...

Recently, the development of neural machine translation (NMT) has significantly improved the translation quality of automatic machine translation. While most sentences are more accurate and fluent than translations by statistical machine translation (SMT)-based systems, in some cases, the NMT system produces translations that have a completely different meaning. This is especially the case when...

A machine translation system is said to be complete if all expressions that are correct according to the source-language grammar can be translated into the target language. This paper addresses the completeness issue for compositional machine translation in general, and for compositional machine translation of context-free grammars in particular. Conditions that guarantee translation completene...