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ASE 2020
Mon 21 - Fri 25 September 2020 Melbourne, Australia
Wed 23 Sep 2020 00:20 - 00:40 at Platypus - Incidents and Bug Reports Chair(s): Yepang Liu

Bug reports in a repository are generally organized line by line in a list-view, with their titles and other meta-data displayed. In this list-view, a concise and precise title plays an important role that enables project practitioners to quickly and correctly digest the core idea of the bug, without carefully reading the corresponding details. However, the quality of bug report titles varies in open-source communities, which may be due to the limited time and unprofessionalism of authors. To help report authors efficiently draft good-quality titles, we propose a method, named iTAPE, to automatically generate titles for their bug reports. iTAPE formulates title generation into a one-sentence summarization task. By properly tackling two domain-specific challenges (i.e. lacking off-the-shelf dataset and handling the low-frequency human-named tokens), iTAPE then generates titles using a Seq2Seq-based model. A comprehensive experimental study shows that iTAPE can obtain fairly satisfactory results, in terms of the comparison with three latest one-sentence summarization works, as well as the feedback from human evaluation.

Wed 23 Sep
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00:00 - 01:00: Incidents and Bug ReportsResearch Papers at Platypus
Chair(s): Yepang LiuSouthern University of Science and Technology
00:00 - 00:20
Talk
Research Papers
Junjie ChenTianjin University, China, Shu ZhangMicrosoft Research, Beijing, Xiaoting HeMicrosoft, Qingwei LinMicrosoft Research, China, Hongyu ZhangUniversity of Newcastle, Australia, Dan HaoPeking University, China, Yu KangMicrosoft Research, China, Feng GaoMicrosoft, China, Zhangwei XuMicrosoft, China, Yingnong DangMicrosoft, USA, Dongmei ZhangMicrosoft Research, China
00:20 - 00:40
Talk
Research Papers
Songqiang ChenSchool of Computer Science, Wuhan University, Xiaoyuan XieSchool of Computer Science, Wuhan University, China, Bangguo YinSchool of Computer Science, Wuhan University, Yuanxiang JiSchool of Computer Science, Wuhan University, Lin ChenNanjing University, Baowen XuState Key Laboratory for Novel Software Technology, Nanjing University
00:40 - 01:00
Talk
Research Papers
Zhe LiuLaboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences, Chunyang ChenMonash University, Australia, Junjie WangInstitute of Software, Chinese Academy of Sciences, Yuekai HuangInstitute of Software, Chinese Academy of Sciences, Jun HuInstitute of Software, Chinese Academy of Sciences, Qing WangInstitute of Software, Chinese Academy of Sciences