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| Paper Abstract and Keywords | ||
| Presentation | 2024-05-17 15:00 A RAG Method for Source Code Inquiry Tailored to Long-Context LLMs Toshihiro Kamiya (Shimane Univ.)  KBSE2024-2 SWIM2024-2 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Although the context length limitation of large language models (LLMs) has been mitigated, it still hinders their application to software development tasks. This study proposes a method incorporating execution traces into RAG for inquiries about source code. Small-scale experiments confirm a tendency for the method to contribute to improving LLM response quality. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | RAG / LLM / Software Development / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 124, no. 38, KBSE2024-2, pp. 7-12, May 2024. | |
| Paper # | KBSE2024-2 | |
| Date of Issue | 2024-05-10 (KBSE, SWIM) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | KBSE2024-2 SWIM2024-2 |
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| Conference Information | |
| Committee | SWIM KBSE |
| Conference Date | 2024-05-17 - 2024-05-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | KBSE |
| Conference Code | 2024-05-SWIM-KBSE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A RAG Method for Source Code Inquiry Tailored to Long-Context LLMs |
| Sub Title (in English) | |
| Keyword(1) | RAG |
| Keyword(2) | LLM |
| Keyword(3) | Software Development |
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| 1st Author's Name | Toshihiro Kamiya |
| 1st Author's Affiliation | Shimane University (Shimane Univ.) |
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| Speaker | Author-1 |
| Date Time | 2024-05-17 15:00:00 |
| Presentation Time | 45 minutes |
| Registration for | KBSE |
| Paper # | KBSE2024-2, SWIM2024-2 |
| Volume (vol) | vol.124 |
| Number (no) | no.38(KBSE), no.39(SWIM) |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2024-05-10 (KBSE, SWIM) |
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