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Paper Abstract and Keywords
Presentation 2024-03-14 11:50
Structuring Methods for System Requirements Using Large Language Models
Ryo Nakashima (UTokyo), Masaki Inokuchi, Masaharu Morimoto, Takayuki Kuroda (NEC) KBSE2023-70
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, there has been increasing interest in automatic design to reduce the costs associated with the development and operation of ICT systems. Existing research necessitates manual structuring from natural language requirements to formal representations, since it adopts graph structures that are formally represented as inputs. This process has hindered the application of automatic design technologies. In this study, we examined a method of structuring a wide variety of natural language expression requirements into formal representations, leveraging large language models which have demonstrated high performance in various natural language processing tasks. Furthermore, using small-scale system configurations, we confirmed the feasibility of structuring by large language models, while also identifying specific challenges.
Keyword (in Japanese) (See Japanese page) 
(in English) System Design Automation / Large Language Model / Formal Representation / Structuralization / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 443, KBSE2023-70, pp. 31-36, March 2024.
Paper # KBSE2023-70 
Date of Issue 2024-03-07 (KBSE) 
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 KBSE2023-70

Conference Information
Committee KBSE  
Conference Date 2024-03-14 - 2024-03-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Prefectual General Welfare Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To KBSE 
Conference Code 2024-03-KBSE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Structuring Methods for System Requirements Using Large Language Models 
Sub Title (in English)  
Keyword(1) System Design Automation  
Keyword(2) Large Language Model  
Keyword(3) Formal Representation  
Keyword(4) Structuralization  
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1st Author's Name Ryo Nakashima  
1st Author's Affiliation The University of Tokyo (UTokyo)
2nd Author's Name Masaki Inokuchi  
2nd Author's Affiliation NEC Corporation (NEC)
3rd Author's Name Masaharu Morimoto  
3rd Author's Affiliation NEC Corporation (NEC)
4th Author's Name Takayuki Kuroda  
4th Author's Affiliation NEC Corporation (NEC)
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Speaker Author-1 
Date Time 2024-03-14 11:50:00 
Presentation Time 25 minutes 
Registration for KBSE 
Paper # KBSE2023-70 
Volume (vol) vol.123 
Number (no) no.443 
Page pp.31-36 
#Pages 6 
Date of Issue 2024-03-07 (KBSE) 

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