PACT -编程助理聊天机器人

Aditya Yadav, Ishan Garg, Dr. Pratistha Mathur
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引用次数: 3

摘要

程序员面对的情况是,当他们遇到任何新的编程环境时,他们必须依赖凌乱的文档、其他开发人员以及在线搜索基本的编程命令和查询。这会浪费开发人员的时间,降低生产力。在本文中,我们提出了“PACT”,一个聊天机器人,它可以帮助程序员处理他们在新编程环境中面临的基本编程查询。我们使用神经机器翻译架构对程序员的查询生成连贯的、非基于规则的响应。提供给神经机器翻译模型的数据是从StackOverflow、技术子reddit和技术StackExchanges等网站收集的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PACT - Programming Assistant ChaTbot
Programmers face situations where they have to rely on messy documentation, other developers and online search for basic programming commands and queries when they encounter any new programming environment. This leads to the waste of time of developers and decreases productivity. In this paper, we present, “PACT”, a chat bot which assists the programmers with basic programming queries that they face when they are new to a programming environment. We use Neural Machine Translation architecture to generate coherent, non-rule based responses to a programmer’s query. The data that is fed to the neural machine translation model is collected from websites like StackOverflow, technical sub-reddits and technical StackExchanges.
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