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- W76808504 abstract "Probabilistic approaches are now widespread in the various applications of natural language processing and elicitation of a particular approach usually depends on the task at hand. Targeting multilingual interpretation of speech, this paper presents a comparison between the state-of-the-art methods used for machine translation and speech understanding. This comparison justifies our proposition of a unified framework to perform a joint decoding which translates a sentence and assigns semantic tags to this translation in the same process. The decoding is achieved using a cascade of finite-state transducers allowing to compose translation and understanding hypothesis graphs. This representation is favorable as it can be generalized to allow rich transmission of information between the components of a human-machine vocal interface." @default.
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- W76808504 date "2013-01-01" @default.
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- W76808504 title "Generalization of Discriminative Approaches for Speech Language Understanding in a Multilingual Context" @default.
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- W76808504 doi "https://doi.org/10.1007/978-3-642-39593-2_11" @default.
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