Soma Onishi

According to our database, Soma Onishi authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LLM-Based Two-stage Reasoning for TNM Staging: NECMedDX atthe NTCIR-18 RadNLP Task.

Soma Onishi, Daisaku Shibata, Masanori Tsujikawa, Ryo Ishii, Junya Tominaga, Hideki Ota

Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, 2025

2024

Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm?

Soma Onishi, Masahiro Nishimura, Ryota Fujimura, Yoichi Hayashi

Mach. Learn. Knowl. Extr., March, 2024

2023

Rethinking Data Augmentation for Tabular Data in Deep Learning.

Soma Onishi, Shoya Meguro

CoRR, 2023

TabRet: Pre-training Transformer-based Tabular Models for Unseen Columns.

Soma Onishi, Kenta Oono, Kohei Hayashi

CoRR, 2023