29-11-2018 дата публикации
Номер: US20180341871A1
Принадлежит:
A device receives documents and previously answered questions associated with a restricted domain, and processes the documents and the previously answered questions to generate a corpus of searchable information. The device receives a question associated with the restricted domain, and processes the question, with a machine learning model or a rule-based classifier model, to determine a classification type for the question. The device manipulates the question to generate a query from the question, and processes the query, with an expansion technique, to generate an expanded query. The device utilizes the expanded query, with the corpus of searchable information, to identify candidate answers to the question, and processes the candidate answers and the classification type for the question, with a deep learning model, to generate scored and ranked candidate answers to the question. The device selects an answer from the scored and ranked candidate answers, and provides information indicating the answer. 1. A device , comprising:one or more memories; and receive documents and previously answered questions associated with a restricted domain;', 'process the documents and the previously answered questions to generate a corpus of searchable information;', 'receive a question associated with the restricted domain;', 'process the question, with a machine learning model or a rule-based classifier model, to determine a classification type for the question;', 'manipulate the question to generate a query from the question;', 'process the query, with an expansion technique, to generate an expanded query;', 'utilize the expanded query, with the corpus of searchable information, to identify candidate answers to the question;', 'process the candidate answers and the classification type for the question, with a deep learning model, to generate scored and ranked candidate answers to the question;', 'select an answer to the question from the scored and ranked candidate answers; and', ' ...
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