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Rapid generation of equivalent terms for domain adaptation in a question-answering system

机译:在问答系统中快速生成域适应的等效项

摘要

An approach is provided that receives a question at a question-answering (QA) system. The received question includes one or more terms, and the question pertains to a subject matter domain that is supported by the QA system. Analyzing a number of expressions included in a set of question-answer pairs (QA pairs), with the QA pairs being ground-truths established to in support of the subject matter domain. The analysis identifies whether a selected term from the question is a synonym for any of the expressions. The expressions that are identified as synonyms are then used in a QA pipeline that generates one or more candidate answers to the received question.
机译:提供了一种在问题答案(QA)系统中接收问题的方法。收到的问题包括一个或多个术语,问题与QA系统支持的主题域有关。分析了一组问题答案对(QA对)中包含的一些表达式,QA对是建立的基础真理,以支持主题域。分析标识了问题中所选术语是任何表达式的同义词。然后将被标识为同义词的表达式在QA管道中使用,该管道生成对所接收的问题的一个或多个候选答案。

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