Translating the Untranslatable: A Solution to the Problem of Generating English Determiners

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Author: Francis Bond

ISBN-10: 1575864592

ISBN-13: 9781575864594

Category: Japanese language -> Translating into English

One of the biggest problems for automatic translation is dealing with words and inflections that are obligatory in the target language but not in the source. This work is the first to provide a fully implemented solution to the problem of generating determiners and determining number: using a semantic representation and a series of three heuristic algorithms, this solution provides the most probable context-sensitive translation. Along with an extensive evaluation of the algorithms, this book...

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One of the biggest problems for automatic translation is dealing with words and inflections that are obligatory in the target language but not in the source. This work is the first to provide a fully implemented solution to the problem of generating determiners and determining number: using a semantic representation and a series of three heuristic algorithms, this solution provides the most probable context-sensitive translation. Along with an extensive evaluation of the algorithms, this book offers much insight into natural language processing, machine translation, semantic analysis, and generation from underspecified inputs.

Notational conventions and symbols1Introduction12Background73Determiners and number in machine translation474Semantic representation675Automatic interpretation1016Evaluation and discussion1317Construction of the lexicon1498Automatic acquisition of lexical information1639Conclusion183