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Generating Bug Fix Proposals for Simulink Models using Large Language Models
https://ipsj.ixsq.nii.ac.jp/records/241878
https://ipsj.ixsq.nii.ac.jp/records/24187825277ade-9e17-42fd-b85b-15623e0f30c5
| 名前 / ファイル | ライセンス | アクション |
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IPSJ-APRIS2024018.pdf (1.0 MB)
2026年12月27日からダウンロード可能です。
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Copyright (c) 2024 by the Information Processing Society of Japan
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| 非会員：¥0, IPSJ:学会員：¥0, EMB:会員：¥0, DLIB:会員：¥0 | ||
| Item type | Symposium(1) | |||||||||
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| 公開日 | 2024-12-27 | |||||||||
| タイトル | ||||||||||
| タイトル | Generating Bug Fix Proposals for Simulink Models using Large Language Models | |||||||||
| タイトル | ||||||||||
| 言語 | en | |||||||||
| タイトル | Generating Bug Fix Proposals for Simulink Models using Large Language Models | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||
| 資源タイプ | conference paper | |||||||||
| 著者名 |
Yuki, Funaguchi
× Yuki, Funaguchi
× Kenji, Hisazumi
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| 著者名(英) |
Yuki, Funaguchi
× Yuki, Funaguchi
× Kenji, Hisazumi
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| 論文抄録 | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | This research explores the use of large language models (LLMs) to automatically generate enhanced fixes for defects identified through static analysis in Simulink models. The approach will be evaluated in terms of success rate and readability compared to developer-generated fixes. The ultimate goal is to improve the quality and efficiency of automatic fix generation, thereby reducing debugging costs and supporting developers more effectively. | |||||||||
| 論文抄録(英) | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | This research explores the use of large language models (LLMs) to automatically generate enhanced fixes for defects identified through static analysis in Simulink models. The approach will be evaluated in terms of success rate and readability compared to developer-generated fixes. The ultimate goal is to improve the quality and efficiency of automatic fix generation, thereby reducing debugging costs and supporting developers more effectively. | |||||||||
| 書誌情報 |
Proceedings of Asia Pacific Conference on Robot IoT System Development and Platform 巻 2024, p. 67-68, 発行日 2024-12-27 |
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| 出版者 | ||||||||||
| 言語 | ja | |||||||||
| 出版者 | 情報処理学会 | |||||||||
