Automatic extraction of multilingual dictionary items from non-parallel, multilingual, semi-structured data
First Claim
1. A method of machine translation comprising:
- receiving at a second publication system, from a first publication system, a first plurality of user queries that are in a first language, that are in a category and that exhibit a constraint, and a first plurality of result sets, respective ones of which correspond to respective ones of the first plurality of user queries and that exhibit a first group of implicit user behavior with respect to the first plurality of user result sets;
receiving, at the first publication system, from the second publication system, a second plurality of user queries that are in a second language, that are in the category and that exhibit the constraint, and a second plurality of result sets, respective ones of which correspond to respective ones of the second plurality of user queries and that exhibit a second group of implicit user behavior with respect to the second plurality of result sets;
detecting, by a user behavior module of a machine translation application in the second publication system, implicit user behavior in the first group of implicit user behavior that indicates that at least some of the first plurality of user queries are satisfied by respective ones of the first plurality of result sets;
detecting, by a user behavior module of a machine translation application in the first publication system, implicit user behavior in the second group of implicit user behavior that indicates that at least some of the second plurality of user queries are satisfied by respective ones of the second plurality of result sets;
detecting that the at least some of the first plurality of user queries and the at least some of the second plurality of user queries satisfy respective thresholds; and
responsive to detecting that the at least some of the first plurality of first user queries and the at least some of the second plurality of user queries satisfy respective thresholds, providing an indication to at least one of the machine translation application in the second publication system or the machine translation application in the first publication system that at least one of the first plurality of user queries and at least one of the second plurality of user queries are likely to be translations of each other.
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Abstract
User interfaces receive a first plurality of user queries and result sets that are in a category, exhibit a constraint, and exhibit user behavior. Also received are a second plurality of user queries and result sets that that are in the category, exhibit the constraint, and exhibit user behavior. The second user queries and results are received either from a plurality of user interfaces coupled to a second system, or from the second system itself. Responsive to detecting that the first plurality of user queries and result sets and the second plurality of user queries and result sets satisfy respective thresholds, a signal indicates that at least one of the first plurality of user queries and at least one of the second plurality of user queries are translations of each other.
68 Citations
12 Claims
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1. A method of machine translation comprising:
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receiving at a second publication system, from a first publication system, a first plurality of user queries that are in a first language, that are in a category and that exhibit a constraint, and a first plurality of result sets, respective ones of which correspond to respective ones of the first plurality of user queries and that exhibit a first group of implicit user behavior with respect to the first plurality of user result sets; receiving, at the first publication system, from the second publication system, a second plurality of user queries that are in a second language, that are in the category and that exhibit the constraint, and a second plurality of result sets, respective ones of which correspond to respective ones of the second plurality of user queries and that exhibit a second group of implicit user behavior with respect to the second plurality of result sets; detecting, by a user behavior module of a machine translation application in the second publication system, implicit user behavior in the first group of implicit user behavior that indicates that at least some of the first plurality of user queries are satisfied by respective ones of the first plurality of result sets; detecting, by a user behavior module of a machine translation application in the first publication system, implicit user behavior in the second group of implicit user behavior that indicates that at least some of the second plurality of user queries are satisfied by respective ones of the second plurality of result sets; detecting that the at least some of the first plurality of user queries and the at least some of the second plurality of user queries satisfy respective thresholds; and responsive to detecting that the at least some of the first plurality of first user queries and the at least some of the second plurality of user queries satisfy respective thresholds, providing an indication to at least one of the machine translation application in the second publication system or the machine translation application in the first publication system that at least one of the first plurality of user queries and at least one of the second plurality of user queries are likely to be translations of each other. - View Dependent Claims (2, 3, 4)
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5. One or more computer-readable hardware storage device having embedded therein a set of instructions which, when executed by one or more processors of a computer, causes the computer to execute operations comprising:
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receiving at a second publication system, from a first publication system, a first plurality of user queries that are in a first language, that are in a category and that exhibit a constraint, and a first plurality of result sets, respective ones of which correspond to respective ones of the first plurality of user queries and that exhibit a first group of implicit user behavior with respect to the first plurality of user result sets; receiving, at the first publication system, from the second publication system, a second plurality of user queries that are in a second language, that are in the category and that exhibit the constraint, and a second plurality of result sets, respective ones of which correspond to respective ones of the second plurality of user queries and that exhibit a second group of implicit user behavior with respect to the second plurality of result sets; detecting, by a user behavior module of a machine translation application in the second publication system, implicit user behavior in the first group of implicit user behavior that indicates that at least some of the first plurality of user queries are satisfied by respective ones of the first plurality of result sets; detecting, by a user behavior module of a machine translation application in the first publication system, implicit user behavior in the second group of implicit user behavior that indicates that at least some of the second plurality of user queries are satisfied by respective ones of the second plurality of result sets; detecting that the at least some of the first plurality of user queries and the at least some of the second plurality of user queries satisfy respective thresholds; and responsive to detecting that the at least some of the first plurality of first user queries and the at least some of the second plurality of user queries satisfy respective thresholds, providing an indication to at least one of the machine translation application in the second publication system or the machine translation application in the first publication system that at least one of the first plurality of user queries and at least one of the second plurality of user queries are likely to be translations of each other. - View Dependent Claims (6, 7, 8)
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9. A system comprising:
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one or more computer processors and storage, at a second publication system, configured to; receive, from a first publication system, a first plurality of user queries that are in a first language that are in a category and that exhibit a constraint, and a first plurality of result sets, respective ones of which correspond to respective ones of the first plurality of user queries and that exhibit a first group of implicit user behavior with respect to the first plurality of user result sets; detect, by a user behavior module of a machine translation application at the second publication system, implicit user behavior in the first group of implicit user behavior that indicates that at least some of the first plurality of user queries are satisfied by respective ones of the first plurality result sets; one or more computer processors and storage, at the first publication system, configured to; receive, from the second publication system, a second plurality of user queries in a second language that that are in the category and that exhibit the constraint, and a second plurality of result sets that exhibit a second group of implicit user behavior with respect to the second plurality of result sets; detect by a user behavior module of a machine translation application at the first publication system, implicit user behavior in the second group of implicit user behavior that indicates that at least some of the second plurality of user queries are satisfied by respective ones of the second plurality of result sets; execute a decision application configured to detect that the at least some of the first plurality of user queries and the at least some of the second plurality of user queries satisfy respective thresholds; and execute a learning and correlation module configured, responsive to the detection that the at least some of the first plurality of first user queries and the at least some of the second plurality of user queries satisfy respective thresholds, to provide an indication to at least one of the machine translation application in the second publication system or the machine translation application in the first publication system that at least one of the first plurality of user queries and at least one of the second plurality of user queries are likely to be translations of each other. - View Dependent Claims (10, 11, 12)
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Specification