发明名称 Using generic predictive models for slot values in language modeling
摘要 A generic predictive argument model that can be applied to a set of shot values to predict a target slot value is provided. The generic predictive argument model can predict whether or not a particular value or item is the intended target of the user command given various features. A prediction for each of the slot values can then be normalized to infer a distribution over all values or items. For any set of slot values (e.g., contacts), a number of binary variable s are created that indicate whether or not each specific slot value was the intended target. For each slot value, a set of input features can be employed to predict the corresponding binary variable. These input features are generic properties of the contact that are “instantiated” based o n properties of the contact (e.g., contact-specific features). These contact-specific features can be stored in a user data store.
申请公布号 US8032375(B2) 申请公布日期 2011.10.04
申请号 US20060378202 申请日期 2006.03.17
申请人 MICROSOFT CORPORATION 发明人 CHICKERING DAVID M.;PAEK TIMOTHY S.
分类号 G10L11/00;G06N3/08;G10L15/00 主分类号 G10L11/00
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