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DETERMINING ANSWERS TO A QUESTION THAT INCLUDES MULTIPLE FOCI

机译:确定包含多个FOCI的问题的答案

摘要

A method includes: receiving a question including multiple foci; determining one or more passages (OMPs) that include one or more sets of candidate answers (OMSCAs) to the question; determining matchings between words in the question and words in the OMPs; determining skipngrams of the question (“first skipngrams”); determining one or more sets of skipngrams of the OMPs (“second skipngrams”); determining one or more matching numbers (OMMNs) for the second skipngrams by determining, for each set of the second skipngrams and using the matchings, a number of the first skipngrams that match skipngrams of the set of skipngrams; determining a feature input to a machine learning model (MLM) using the OMMNs; determining one or more answers (OMAs) to the question by determining, by the MLM, whether the OMSCAs are correct answers to the question based at least in part on the feature input; and sending the OMAs to a user device.
机译:一种方法,包括:接收包括多个焦点的问题;以及确定一个或多个段落(OMP),其中包含针对该问题的一组或多组候选答案(OMSCA);确定问题中的单词和OMP中的单词之间的匹配;确定问题的跳过图(“第一跳过图”);确定一组或多组OMP skip图(“第二skip图”);通过为每个第二跳过图集合确定并使用匹配来确定与第二个跳过图集合中的跳过图匹配的多个第一跳过图,从而确定第二跳过图的一个或多个匹配数(OMMN);使用OMMN确定输入到机器学习模型(MLM)的特征;通过MLM至少部分地基于特征输入来确定OMSCA是否是对该问题的正确答案,从而确定该问题的一个或多个答案(OMA);并将OMA发送到用户设备。

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