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Spoken Dialogue Interpretation with the DOP Model

机译:DOP模型的口语对话解释

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We show how the DOP model can be used for fast and robust processing of spoken input in a practical spoken dialogue system called OVIS. OVIS, Opernbaar Vervoer Informatie Systeem ("Public Transport Information system which iperates over ordinary telephone lines. The prototype system is the immediate goal of the NWO~1 Priority Programme "Language and Speech Technology". In this paper, we extend the original DOP model to context-sensitive interpretation of spoken input. The system we describe uses the OVIS corpus (10,000 trees enriched with compositional semantics) to compute from an input word-graph the best utterance together with its meaning. Dialogue context is taken into account by dividing up the OVIS corpus into context-dependent subcorpora. Each system question triggers a subcorpus by which the user answer is analyzed and interpreted. Our experiments indicate that the context-sensitive DOP model obtains better accuracy than the original model, allowing for fast and robust processing of spoken input.
机译:我们展示了DOP模型如何在称为OVIS的实用口语对话系统中用于语音输入的快速而强大的处理。 OVIS,Opernbaar Vervoer信息系统(“在普通电话线上运行的公共交通信息系统。原型系统是NWO〜1优先计划“语言和语音技术”的近期目标。在本文中,我们扩展了原始的DOP模型)口语输入的上下文敏感解释,我们描述的系统使用OVIS语料库(10,000棵富含成分语义的树)从输入的字词图中计算出最佳发音及其含义,并通过将对话上下文考虑在内将OVIS语料库分解为上下文相关的子语料库,每个系统问题都会触发一个子语料库,通过该子语料库来分析和解释用户的答案。语音输入。

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