| Paper Abstract and Keywords |
| Presentation |
2024-09-02 15:10
Performance Analysis of ChatGPT in Solving the CPA Multiple-Choice Exam (Business Law) Tatsuki Masuda (Keio Univ./RIKEN AIP), Kei Nakagawa (Nomura Asset Management/Osaka Metropolitan Univ.), Kaito Takano (Nomura Asset Management), Takahiro Hoshino (Keio Univ./RIKEN AIP) NLC2024-6 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The accurate perfomance measurement of the response capabilities of large language models~(LLMs) is a crucial issue, especially in the fields of accounting, auditing, and law.
These specialized areas demand high levels of knowledge and logical reasoning as national qualifications.
Therefore, evaluating whether LLMs can provide accurate information is essential to ensure their reliability in practical applications within these fields.
In this study, we first prepared and published a dataset of Q&As from the business law section of the multiple-choice format of the Japanese CPA examination. We then used the ChatGPT API to evaluate its response capabilities. This allowed us to understand the response abilities and limitations of language models in challenging professional certification exams. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
CPA Examination / Large Language Models / Corporate Law / ChatGPT / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 173, NLC2024-6, pp. 27-32, Sept. 2024. |
| Paper # |
NLC2024-6 |
| Date of Issue |
2024-08-26 (NLC) |
| 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 |
NLC2024-6 |
| Conference Information |
| Committee |
NLC |
| Conference Date |
2024-09-02 - 2024-09-03 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido University. The Clark Memorial Student Center. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
The 21st Text Analytics Symposium |
| Paper Information |
| Registration To |
NLC |
| Conference Code |
2024-09-NLC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Performance Analysis of ChatGPT in Solving the CPA Multiple-Choice Exam (Business Law) |
| Sub Title (in English) |
|
| Keyword(1) |
CPA Examination |
| Keyword(2) |
Large Language Models |
| Keyword(3) |
Corporate Law |
| Keyword(4) |
ChatGPT |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Tatsuki Masuda |
| 1st Author's Affiliation |
Keio University/RIKEN Center for AIP (Keio Univ./RIKEN AIP) |
| 2nd Author's Name |
Kei Nakagawa |
| 2nd Author's Affiliation |
Nomura Asset Management Co., Ltd./Osaka Metropolitan University (Nomura Asset Management/Osaka Metropolitan Univ.) |
| 3rd Author's Name |
Kaito Takano |
| 3rd Author's Affiliation |
Nomura Asset Management Co., Ltd. (Nomura Asset Management) |
| 4th Author's Name |
Takahiro Hoshino |
| 4th Author's Affiliation |
Keio University/RIKEN Center for AIP (Keio Univ./RIKEN AIP) |
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| Speaker |
Author-1 |
| Date Time |
2024-09-02 15:10:00 |
| Presentation Time |
20 minutes |
| Registration for |
NLC |
| Paper # |
NLC2024-6 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.173 |
| Page |
pp.27-32 |
| #Pages |
6 |
| Date of Issue |
2024-08-26 (NLC) |