[3G1-GS-6] Language media processing:

Thu. May 29, 2025 9:00 AM - 10:40 AM Room G (Room 1002)

座長：高村大也（産業技術総合研究所）

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9:00 AM - 9:20 AM

[3G1-GS-6-01] Application of Ablation Tests to Integrated Gradients for Text Classification

〇Sogo Kenmotsu¹, Takuya Matsuzaki¹ (1. Tokyo University of Science)

9:20 AM - 9:40 AM

[3G1-GS-6-02] Learning Task Vector Weight Coefficients Based on Small-Scale Data in Large Language Model Merging

〇Seong Cheol Jeong¹, Masahiro Suzuki¹, Yutaka Matsuo¹ (1. The University of Tokyo)

9:40 AM - 10:00 AM

[3G1-GS-6-03] Degradation of Sentence Vector Quality Caused by Changes in Content Word Rate Due to Sentence Length

〇Tomomasa Hara¹, Hiroto Kurita¹, Sho Yokoi^2,1,5, Masaaki Imaizumi^3,5, Kentaro Inui^4,1,5 (1. Tohoku University, 2. NINJAL, 3. Univ. of Tokyo, 4. MBZUAI, 5. RIKEN)

10:00 AM - 10:20 AM

[3G1-GS-6-04] Development of a Large Language Model Emphasizing Japanese Dialogue and Text Generation Performance

Report on “Tanuki” LLM Development Project Through Public Recruitment and Open Collaboration

○Katsuhiko Nishizawa¹, Kan Hatakeyama², Takao Mori³, Minami Someya ⁴,Yasushi Nishijima, Kazutaka Nishimae⁵, Susumu Ota⁶, Keno Harada⁷, Yohei Kobashi⁷, Takeshi Kojima⁷, Yusuke Iwasawa⁷, Yutaka Matsuo⁷ (1. Panasonic Holdings Corporation, 2. Institute of Science Tokyo, 3. Denso Corporation, 4. INSTITUTE of INFORMATION SECURITY, 5. Cross-Industrial Data Science Laboratories, 6. Tokyo University of Technology, 7. The University of Tokyo)

10:20 AM - 10:40 AM

[3G1-GS-6-05] Efficient Alignment of LLMs via Prioritized Human Preference Data

〇Katsumi Takahashi¹, Kyohei Atarashi¹, Han Bao¹, Koh Takeuchi¹, Hisashi Kashima¹, Yuu Jinnai², Tetsuro Morimura² (1. Kyoto University, 2. CyberAgent, Inc.)

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