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- W1969572643 abstract "Patent prior art queries are full patent applications which are much longer than standard web search topics. Such queries are composed of hundreds of terms and do not represent a focused information need. One way to make the queries more focused is to select a group of key terms as representatives. Existing works show that such a selection to reduce patent queries is a challenging task mainly because of the presence of ambiguous terms. Given this setup, we present a query modeling approach where we utilize patent-specific characteristics to generate more precise queries. We propose to automatically disambiguate query terms by employing noun phrases that are extracted using the global analysis of the patent collection. We further introduce a method for predicting whether expansion using noun phrases would improve the retrieval effectiveness." @default.
- W1969572643 created "2016-06-24" @default.
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- W1969572643 date "2012-08-12" @default.
- W1969572643 modified "2023-09-23" @default.
- W1969572643 title "Automatic refinement of patent queries using concept importance predictors" @default.
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- W1969572643 doi "https://doi.org/10.1145/2348283.2348353" @default.
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