Paper at COLM 2026

Tatsuya Ichinose, Youmi Ma, Masanari Oi, Ryuto Koike, and Naoaki Okazaki. Synthesizing Instruction-Tuning Datasets with Contrastive Decoding. In Third Conference on Language Modeling, San Francisco, United States of America, October 2026.

Issa Sugiura, Keito Sasagawa, Keisuke Nakao, Koki Maeda, Ziqi Yin, Zhishen Yang, Shuhei Kurita, Yusuke Oda, Ryoko Tokuhisa, Daisuke Kawahara, and Naoaki Okazaki. Jagle: Building a Large-Scale Japanese Multimodal Post-Training Dataset for Vision–Language Models. In Third Conference on Language Modeling, San Francisco, United States of America, October 2026.