Ryosuke Takahashi, Tatsuro Inaba, Kentaro Inui, and Benjamin Heinzerling.
"TopK Language Models."
[arXiv]
Tatsuro Inaba, Kentaro Inui, Yusuke Miyao, Yohei Oseki, Benjamin Heinzerling, and Yu Takagi.
"How LLMs Learn: Tracing Internal Representations with Sparse Autoencoders."
[arXiv]
国際会議(査読あり)
Go Kamoda, Benjamin Heinzerling, Tatsuro Inaba, Keito Kudo, Keisuke Sakaguchi, and Kentaro Inui.
"Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference."
The 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025 findings)
[arXiv]
Tatsuro Inaba, Kazuyoshi Yoshii, and Eita Nakamura.
"On the Importance of Time and Pitch Relativity for Transformer-Based Symbolic Music Generation."
The 16th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2024)
[paper]
Tatsuro Inaba, Hirokazu Kiyomaru, Fei Cheng, and Sadao Kurohashi.
"MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting"
The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023 main)
[code, arXiv, poster]