| Presentation | 2024-03-14 Structuring Methods for System Requirements Using Large Language Models Ryo Nakashima, Masaki Inokuchi, Masaharu Morimoto, Takayuki Kuroda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | System Design Automation / Large Language Model / Formal Representation / Structuralization |
| Paper # | KBSE2023-70 |
| Date of Issue | 2024-03-07 (KBSE) |
| Conference Information | |
| Committee | KBSE |
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| Conference Date | 2024/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Prefectual General Welfare Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takuya Saruwatari(NTT Data) |
| Vice Chair | Yoshinori Tanabe(Tsurumi Univ.) |
| Secretary | Yoshinori Tanabe(BIPROGY) |
| Assistant | Takafumi Tanaka(Tamagawa Univ.) / Takashi Kitamura(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Knowledge-Based Software Engineering |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2024-03-14 |
| Paper # | KBSE2023-70 |
| Volume (vol) | vol.123 |
| Number (no) | KBSE-443 |
| Page | pp.pp.31-36(KBSE), |
| #Pages | 6 |
| Date of Issue | 2024-03-07 (KBSE) |