Research
Publications
Category
Research Area
Year
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The 19th Symposium on Young Adult Symposium on Language Processing (YANS2024), Sponsor’s Award (Hitachi, Ltd. Award): “The Negative Impact of Increasing the Number of Instructions on the Instruction-Following Performance of Large Language Models.”
小島 武
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2024 Japanese Society for Artificial Intelligence Research Award for Excellence: Technology Roadmap Toward Completion of Whole Brain Architecture by Brain Reference Architecture Driven Development
山川 宏, 田和辻 可昌, 芦原 佑太, 布川 絢子, 荒川 直哉, 高橋 恒一, 松尾 豊
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RSS 2024 Workshop (Robots that help and ask for help) Best Poster Award: “SPARK: Graph-Based Online Semantic Integration System for Robot Task Planning”
Mimo Shirasaka, Yuya Ikeda, Tatsuya Matsushima, Yutaka Matsuo, Yusuke Iwasawa.
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2024 Research Report Ubiquitous Computing Systems, Best Paper Award (UBI): Proposal of Knowledge Distillation Method from Vision Transformer to Convolutional Neural Network
前羽 利治，河野 慎，松尾 豊
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Slender-Mamba: Fully Quantized Mamba From Head to Toe.
Zhenxuan Yu, Takeshi Kojima, Yutaka Matsuo and Yusuke Iwasawa.
Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025).
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Geometric-Averaged Preference Optimization for Soft Preference Labels.
Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu, Yutaka Matsuo, Aleksandra Faust, Heiga Zen, Izzeddin Gur
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
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“ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate”
Shohei Taniguchi, Keno Harada, Gouki Minegishi, Yuta Oshima, Seong Cheol Jeong, Go Nagahara, Tomoshi Iiyama, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
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“Which Programming Language and What Features at the Pre-training Stage Affect Downstream Logical Inference Performance?”
Fumiya Uchiyama, Takeshi Kojima, Andrew Gambardella, Qi Cao, Yusuke Iwasawa, Yutaka Matsuo
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
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Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4.
Jiaxian Guo*, Bo Yang*, Paul Yoo, Yuchen Lin, Yutaka Matsuo, Yusuke Iwasawa
AAAI RL+LLM, 2024 (Oral).
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“Decoupling Noise and Toxic Parameters for Language Model Detoxification by Task Vector Merging.”
Yongmin Kim, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo
2024 First Conference on Language Modeling (COLM 2024).