Part-of-speech tagging for ranking search results
AssigneeMicrosoft Corporation
InventorsKYRYLO TROPIN, KA CHEUNG SIA, GU XU, BHUVAN MIDDHA, QI YAO, SANDEEP DEY, JUNBIAO TANG
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AssigneeMicrosoft Corporation
InventorsKYRYLO TROPIN, KA CHEUNG SIA, GU XU, BHUVAN MIDDHA, QI YAO, SANDEEP DEY, JUNBIAO TANG
Estimating the term…
Systems, methods, and computer-readable storage media are provided for utilizing part-of-speech (POS) tagging of both the words included in a search query and the words included in potential search result documents to improve query alteration accuracy and search result ranking. Upon receiving a search query, POS tags are assigned to the words comprising the query to create query word-tag pairs. The query word-tag pairs are utilized to reformulate the query and are compared with document word-tag pairs included in a plurality of potential search result documents to determine a degree of similarity. The degree of similarity is utilized as an input in scoring and/or ranking the relevance of the potential search result documents with respect to one another.
One or more computer-readable storage media storing computer-useable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform a method for utilizing part-of-speech tagging in ranking potential search result documents, the method comprising:
A method being performed by one or more computing devices including at least one processor, the method for utilizing part-of-speech tagging in ranking potential search result documents, the method comprising:
A system comprising:
Dependencies are inferred from the claim text.