Idiom Treatment Experiments in Machine Translation
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چکیده
منابع مشابه
Translation of verbal idioms
Verbal idioms constitute a challenge for machine translation systems: their meaning is not compositional, preventing a wordfor-word translation, and they can be discontinuous, preventing a match during tokenization. This paper presents the treatment of verbal idioms in our machine translation system, which addresses both challenges by deferring idiom matching until after the parse, and by allow...
متن کاملExamining the Tip of the Iceberg: A Data Set for Idiom Translation
Neural Machine Translation (NMT) has been widely used in recent years with significant improvements for many language pairs. Although state-of-the-art NMT systems are generating progressively better translations, idiom translation remains one of the open challenges in this field. Idioms, a category of multiword expressions, are an interesting language phenomenon where the overall meaning of the...
متن کاملThe Automatic Translation of Idioms. Machine Translation vs. Translation Memory Systems
Translating idioms is one of the most difficult tasks for human translators and translation machines alike. The main problems consist in recognizing an idiom and in distinguishing idiomatic from non-idiomatic usage. Recognition is difficult since many idioms can be modified and others can be discontinuously spread over a clause. But with the help of systematic idiom collections and special rule...
متن کاملEvaluating Machine Translation Performance on Chinese Idioms with a Blacklist Method
Idiom translation is a challenging problem in machine translation because the meaning of idioms is non-compositional, and a literal translation is likely to be wrong. In this paper, we assess the quality of idiom translation of a modern neural MT system. We introduce a new evaluation method based on an idiom-specific blacklist of literal translations, based on the insight that the occurrence of...
متن کاملThe Automatic Translation of Idioms
Translating idioms is one of the most diicult tasks for human translators and translation machines alike. The main problems consist in recognizing an idiom and in distinguishing idiomatic from non-idiomatic usage. Recognition is diicult since many idioms can be modiied and others can be discontinuously spread over a clause. But with the help of systematic idiom collections and special rules the...
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تاریخ انتشار 2010