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CODE RECOMMENDER FOR RESOLVING A NEW ISSUE RECEIVED BY AN ISSUE TRACKING SYSTEM

机译:用于解决问题跟踪系统接收的新问题的代码推荐器

摘要

A service receives training data identifying multiple pairs, each pair identifying one or more separate code snippets known to resolve a respective issue of multiple issues. For each pair, the service constructs a respective issue representation of core content of the respective issue, constructs a linear expression of the one or more separate code snippets in a respective code representation, and trains a model to correlate the respective code representation as resolving the respective issue representation. The service queries the model with a new issue and a selected one of the one or more separate code snippets, wherein the model returns a classification indicating whether the selected one of the one or more separate code snippets is likely to resolve the new issue.
机译:服务接收识别多对的培训数据,每对识别已知一个或多个单独的代码片段,以解决多个问题的相应问题。对于每对,服务构造各个问题的核心内容的相应问题表示,在相应的代码表示中构造一个或多个单独的代码片段的线性表达,并列举模型以将相应的代码表示作为解析相关各个问题代表。该服务将模型与新问题和一个或多个单独的代码片段中的所选之一查询,其中模型返回指示一个或多个单独代码片段中所选择的一个是否可能解决新问题的分类。

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