BEAT: Considering question types for bug question answering via templates
BEAT: Considering question types for bug question answering via templates
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BEAT：考虑通过模板回答错误问题的问题类型
DOI：
10.1016/j.knosys.2021.107098
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发表时间：
2021-05
影响因子：
8.8
通讯作者：
Zhang Tao
中科院分区：
文献类型：
--
作者：
Lu Jinting;Sun Xiaobing;Li Bin;Bo Lili;Zhang Tao
Software bugs are ubiquitous in the process of software development and evolution. To accelerate bug fixing, developers need to quickly obtain bug information and understand the bugs at hand. Many existing approaches often do not try to understand the semantic information of bug data and just directly use keyword matching techniques to obtain more bug information. However, they often fail to fully express the users’ intents, and the results obtained are often irrelevant to the input queries. To alleviate this problem, this paper presents a novel approach named considering question types for bug question answering via templates (BEAT). We utilize templates to understand the natural language questions through factual triples. These templates can fully express users’ intents and generate the structured queries based on these intents. Then, answers are automatically generated by executing the structured query over the preparedRDFfile. Empirical study demonstrates thatBEATis effective to automatically generate the answers, and the F1-score values of Mozilla and Eclipse project are 0.76 and 0.73, respectively, which are better than existing Q&A approaches.
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DOI：
10.1145/2505515.2505677
发表时间：
2013-10
期刊：
Proceedings of the 22nd ACM international conference on Information & Knowledge Management
影响因子：
--
作者：
Mohamed Yahya;K. Berberich;Shady Elbassuoni;G. Weikum
通讯作者：
Mohamed Yahya;K. Berberich;Shady Elbassuoni;G. Weikum
DOI：
10.18653/v1/d17-1009
发表时间：
2017-02
期刊：
--
影响因子：
--
作者：
Siva Reddy;Oscar Täckström;Slav Petrov;Mark Steedman;Mirella Lapata
通讯作者：
Siva Reddy;Oscar Täckström;Slav Petrov;Mark Steedman;Mirella Lapata
DOI：
10.18653/v1/s17-1020
发表时间：
2017-07
期刊：
ArXiv
影响因子：
--
作者：
Alon Talmor;Mor Geva;Jonathan Berant
通讯作者：
Alon Talmor;Mor Geva;Jonathan Berant
影响因子：
7.4
作者：
Thomas Zimmermann;Rahul Premraj;Nicolas Bettenburg;Sascha Just;Adrian Schröter;Cathrin Weiss
通讯作者：
Thomas Zimmermann;Rahul Premraj;Nicolas Bettenburg;Sascha Just;Adrian Schröter;Cathrin Weiss
DOI：
10.1007/978-3-319-50496-4_82
发表时间：
2016-12
期刊：
--
影响因子：
--
作者：
Linjie Wang;Yu Zhang;Ting Liu
通讯作者：
Linjie Wang;Yu Zhang;Ting Liu