Research
Publications
Category
Research Area
Year
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“Suspicion Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4.”
Jiaxian Guo, Bo Yang, Paul Yoo, Bill Yuchen Lin, Yusuke Iwasawa, Yutaka Matsuo
“Suspicion Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4”
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Experimental study for a computational model in ITS to predict the learners’ state
Yoshimasa Tawatsuji
International Conference on Computers in Education (ICCE 2023). December 2023.
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Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text
Qi Cao, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023). December 2023.
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DreamSparse: Escaping from Plato’s Cave with 2D Frozen Diffusion Model given Sparse Views
Paul Yoo, Jiaxian Guo, Xin Zhang, Yutaka Matsuo, Shixiang Shane Gu
XRNerf workshop of The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023)
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Target-Aware Contextual Political Bias Detection in News
Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL 2023). November 2023
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Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice
Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Remi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvari, Wataru Kumagai, Yutaka Matsuo
International Conference on Machine Learning (ICML 2023). July 2023.
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End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
International Conference on Machine Learning (ICML 2023) July 2023.
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BRAES: Developing a Brain Reference Architecture Editorial System for Accumulating Hypotheses on Neural Functionality
Yoshimasa Tawatsuji, Yuta Ashihara, Naoya Arakawa, Hiroshi Yamakawa
INCF Neuroinformatics Assembly, 517. September 2023
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Proposing a Database Extracting Anatomical Structures from Neuroscience Literature and Evaluating Its Information Credibility
Yuta Ashihara, Hiroshi Yamakawa, Iriya Horiguchi
INCF Neuroinformatics Assembly, 518.
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BDBRA: Database for extracting descriptions of neural projections and brain regions from neuroscience literature with dialogue prompts
Yuta Ashihara, Hiroshi Yamakawa, Iriya Horiguchi, Yutaka Matsuo
Computational Neuroscience, P128. 2023.