Publications

International Conference

Tatsuro Inaba, Kazuyoshi Yoshii, and Eita Nakamura
"On the Importance of Time and Pitch Relativity for Transformer-based Symbolic Music Generation"
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2024)

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] [paper] [poster]

Domestic Journal

Tatsuro Inaba
Research on "MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting"
「大規模言語モデルに基づく複数の外部ツールを利用した推論フレームワーク」の研究
Natural Language Processing, Japan, 2023, Volume 30, Issue 3, pp. 1100-1104. Published on 2023/09/15, Online ISSN 2185-8314, Print ISSN 1340-7619. [paper]

Domestic Conference

Tatsuro Inaba, Kentaro Inui, Yusuke Miyao, Yohei Oseki, Benhjamin Heinzerling, and Yu Takagi.
"Cross-Checkpoint Analysis of Large-Scale Language Models Using Sparse Autoencoders"
「スパースオートエンコーダーを用いた大規模言語モデルのチェックポイント横断分析」
The Association for the 31st Natural Language Processing (NLP 2025) in Japan. [paper]

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"
「言語モデルのパラメータから探るDetokenizationメカニズム」
The Association for the 31st Natural Language Processing (NLP 2025) in Japan. [paper]

Tatsuro Inaba, Kazuyoshi Yoshii, Eita Nakamura.
"The Importance of Time and Pitch Relativity in Symbolic Music Generation"
音楽生成における時間と音高相対性の重要性
第141回音楽情報科学研究発表会 (SIGMUS) [paper]
Student Encouragement Award

Tatsuro Inaba, Takuro Fujii, Ryoma Obara, Koki Shibata.
"Two Minds Are Better Than One"
「三言語モデル寄れば文殊の知恵を」
NLP若手の会 (YANS) 第18回シンポジウム (2023) [poster]
Encouragement Award (20/139)

Tatsuro Inaba, Hirokazu Kiyomaru, Fei Cheng, and Sadao Kurohashi
"Reasoning Framework with Using Multiple External Tools based on LLMs"
「大規模言語モデルに基づく複数の外部ツールを利用した推論フレームワーク」
The Association for the 29th Natural Language Processing (NLP 2023) in Japan. [paper] [poster]
Outstanding Award (13/579)