Multilingual Generation and Japanese-european Machine Translation

نویسنده

  • Graham Wilcock
چکیده

In the design of eeective machine translation systems the direction of translation is fundamental. \Import" translation from foreign languages into the user's language should be contrasted with \export" translation from the user's language into foreign languages. The structural transfer approach used in most current MT systems is very eeective for import translation. But it is less eeective for export translation, which is extremely dependent on the human post-editor. An alternative approach to export translation ((Wilcock 91]) uses a source language functional interface to a target language systemic grammar for generation. By helping the source language user to make choices in target language systems, the extreme dependence on the post-editor is reduced. Further developments of this approach are being investigated, including incremental reenement of the systemic choices for \forward generation" of the target text. Other desirable developments would be connrmation of the choices by \back generation" into the user language, and checking for ambiguity in the target text by \back translation". In multilingual translation systems, structural transfer rules are multiplied, so an interlingual or pivot approach is more attractive. There are practical reasons for using English as a pivot in machine translation between Japanese and the languages of the European Community. An internal representation of the English text (similar to the Interface Structure in Eurotra) might be suucient as a pivot for import translation based on structural transfer. But for Japanese-European export translation, the dependence on post-editors is an especially diicult problem, due to the severe shortage of people with knowledge of both Japanese and the various EC languages. Therefore the alternative approach, based on a functional interface to a systemic grammar for generation, is particularly desirable to reduce the post-editing load. In a multilingual application of this approach, all the EC target languages would share a common systemic grammar. Most of the functional systems would be shared, but some would be unique to speciic languages, as described in Bateman et al 91]. The realization rules need not be shared. The Japanese user would make functional choices in the target systems, using a Japanese interface, just as in Wilcock 91]. English can be used in the role of a pivot language in this approach, during \forward gen-eration" of the target texts. Only the English version would be displayed to the Japanese user during interactive incremental reenement. The systemic choices made for English would be re-used in the generation of the other …

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تاریخ انتشار 2005