default author photo

Ryotaro Shimizu

Waseda University

3-4-1 Ohkubo

Shinjuku-ku, Tokyo 169-8555

Japan

ZOZO Research

Kioi Tower 22F

1-3 Kioicho

Chiyoda-ku, Tokyo 102-0094

Japan

  • Waseda University

SCHOLARLY PAPERS

3

DOWNLOADS

159

TOTAL CITATIONS

0

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

Llmovertab: Tabular Data Augmentation with Language Model-Driven Oversampling

Number of pages: 35 Posted: 08 May 2024
Tokimasa Isomura, Ryotaro Shimizu and Masayuki Goto
affiliation not provided to SSRN, Waseda University and Waseda University
Downloads 70 (891,180)

Abstract:

Loading...

Tabular data, Imbalanced data, Oversampling, prompt engineering

2.

Optimizing Pre-Training Via Target-Aware Source Data Selection

Number of pages: 33 Posted: 26 Aug 2024
Kanyu Miyoshi, Ryotaro Shimizu, Linxin Song and Masayuki Goto
Waseda University, Waseda University, University of Southern California and Waseda University
Downloads 48 (1,097,529)

Abstract:

Loading...

active learning, Domain adaptation, knowledge transfer, pre-training, transfer learning

3.

Optimizing Pre-training for Multi-Label Classification via Generalized Target-Aware Source Data Selection

Number of pages: 39 Posted: 30 Sep 2025
Kanyu Miyoshi, Ryotaro Shimizu, Linxin Song and Masayuki Goto
Waseda University, Waseda University, University of Southern California and Waseda University
Downloads 41 (1,183,237)

Abstract:

Loading...

Data Selection, Domain Adaptation, multi-label classification, Knowledge transfer, Pre-training