An additional approach to pre-trained code model with multilingual natural languages. - Teruno Kajiura; Nao Souma; Miyu Sato; Mai Takahashi; Kimio Kuramitsu (APSEC, 2022)

Can ChatGPT Correct Code Based on Logical Steps? - Nao Souma; Waka Ito; Momoka Obara; Takako Kawaguchi; Yuka Akinobu; Toshiyuki Kurabayashi; Haruto Tanno; Kimio Kuramitsu (APSEC, 2023)

Distributed Dataset Framework for Large Language Models Pre-training. - Nao Souma; Yui Obara; Yasuhiko Yokote; Yutaka Ishikawa; Kimio Kuramitsu (PKAW, 2024)