发明名称 METHOD AND APPARATUS FOR USING A DISCRIMINATIVE CLASSIFIER FOR PROCESSING A QUERY
摘要 A method and apparatus for using a classifier for processing a query are disclosed. For example, the method receives a query from a user, and processes the query to locate one or more documents in accordance with a search engine having a discriminative classifier, wherein the discriminative classifier is trained with a plurality of artificial query examples. The method then presents a result of the processing to the user.
申请公布号 US2017004216(A1) 申请公布日期 2017.01.05
申请号 US201615268906 申请日期 2016.09.19
申请人 AT&T Intellectual Property I, LP. 发明人 ZELJKOVIC ILIJA;Bangalore Srinivas;Haffner Patrick;Wilpon Jay
分类号 G06F17/30;G06N99/00 主分类号 G06F17/30
代理机构 代理人
主权项 1. A method for processing a query, the method comprising: receiving, by a processor, the query from a user; processing, by the processor, the query to locate a plurality of documents in accordance with a search engine having a discriminative classifier, wherein the discriminative classifier is trained with a plurality of artificial multi-label query examples, wherein the artificial multi-label query examples comprise simulated queries automatically generated from terms in the plurality of documents, wherein each of the artificial multi-label query examples further comprises a name and metadata information associated with the name, wherein one of the simulated queries comprises a plurality of the terms selected from the plurality of documents; retraining, by the processor, the discriminative classifier based on an update to at least one the plurality of documents and based on an example derived from a log of previous searches; and presenting, by the processor, a result of the processing to the user.
地址 Atlanta GA US