| Presentation | 2022-03-07 Automating code review based on source code Akihito Ihara, Toshiki Hirao, Kenji Fujiwara, Hajimu Iida, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Code review is an important process to assess software quality, where developers manually find bugs, improve existing codes and so on. However, the code review takes much time to be performed. Prior work has shown bunch of automated code review models, whereas those work do not perform well because the source code structure is not taken into consideration. Hence, this paper proposes a AST based model to consider the metrics of source code structures. We implemented a learning flow based on code2seq which is one of the most common AST based models. We applied the dataset used in the previous study to the proposed method, and proved that it works, but it didn't improve the accuracy due to the high learning cost. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Code Review / NLP / AST / code2seq |
| Paper # | SS2021-43 |
| Date of Issue | 2022-02-28 (SS) |
| Conference Information | |
| Committee | SS |
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| Conference Date | 2022/3/7(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Software Science etc. |
| Chair | Takashi Kobayashi(Tokyo Inst. of Tech.) |
| Vice Chair | Kozo Okano(Shinshu Univ.) |
| Secretary | Kozo Okano(Hiroshima City Univ.) |
| Assistant | Shinpei Ogata(Shinshu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Software Science |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automating code review based on source code |
| Sub Title (in English) | |
| Keyword(1) | Code Review |
| Keyword(2) | NLP |
| Keyword(3) | AST |
| Keyword(4) | code2seq |
| 1st Author's Name | Akihito Ihara |
| 1st Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 2nd Author's Name | Toshiki Hirao |
| 2nd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 3rd Author's Name | Kenji Fujiwara |
| 3rd Author's Affiliation | Tokyo City University(TCU) |
| 4th Author's Name | Hajimu Iida |
| 4th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| Date | 2022-03-07 |
| Paper # | SS2021-43 |
| Volume (vol) | vol.121 |
| Number (no) | SS-416 |
| Page | pp.pp.7-12(SS), |
| #Pages | 6 |
| Date of Issue | 2022-02-28 (SS) |