The 40th Annual Conference of the Japanese Society for Artificial Intelligence, 2026
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Session Details

General SessionGeneral session : GS-10 AI application

[5F2-GS-10m]AI application

Fri. Jun 12, 2026 12:00 PM - 1:30 PM JST
Fri. Jun 12, 2026 3:00 AM - 4:30 AM UTC
Room F(Main hall B)
座長：高橋 大志（NTT）
12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)

[5F2-GS-10m-01]Evaluating LLM-Simulated Agents via Individualization and Distribution Coverage

〇Yusuke Kumagae1 (1. Hakuhodo DY holdings Inc.)
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12:15 PM - 12:30 PM JST(3:15 AM - 3:30 AM UTC)

[5F2-GS-10m-02]Stable Domain Adaptation via Self-Refine-Based Training Data Transformation

〇Tatsuto Ito1, Ryota Ozaki2, Masanori Hirano2, Kentaro Imajo2, Hiroki Sakaji1, Itsuki Noda1 (1. Hokkaido University, 2. Preferred Networks, Inc.)
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12:30 PM - 12:45 PM JST(3:30 AM - 3:45 AM UTC)

[5F2-GS-10m-03]Supervised Fine-Tuning Large Language Models with Survey Data

〇Yuya Nozawa1, Masataka Ushiku1, Koki Konishi1, Toshiya Tanaka1, Chengbai Huang1, Yusuke Kumagae1 (1. Hakuhodo DY holdings)
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12:45 PM - 1:00 PM JST(3:45 AM - 4:00 AM UTC)

[5F2-GS-10m-04]Question Category Classification with Contexual Bandit Algorithms and an LLM-as-a-Judge

〇Kazuya WADA1, Shohei Kibe1, Reon Hata2 (1. Lupinus Inc., 2. JCOM Co., Ltd.)
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1:00 PM - 1:15 PM JST(4:00 AM - 4:15 AM UTC)

[5F2-GS-10m-05]Evaluating the Reproducibility of LLM-Based Data Analysis Agents

〇Taiga Yamamoto2, Kumiko Isu1, Hiroko Kobori1, Toshiyuki Hatta1, Katsumi Okuda1 (1. Mitsubishi Electric Corporation, 2. Toyohashi University of Technology)
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1:15 PM - 1:30 PM JST(4:15 AM - 4:30 AM UTC)

[5F2-GS-10m-06]（スポンサー）ARISEanalyticsの生成AI社内活用の取組紹介

(株式会社ARISE analytics)
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