Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation. - JoonHo Lee; Jae Oh Woo; Juree Seok; Parisa Hassanzadeh; Wooseok Jang; JuYoun Son; Sima Didari; Baruch Gutow; Heng Hao; Hankyu Moon; Wenjun Hu; Yeong-Dae Kwon; et al. (ICML, 2024)

Less for More: Enhancing Preference Learning in Generative Language Models with Automated Self-Curation of Training Corpora. - JoonHo Lee; JuYoun Son; Juree Seok; Wooseok Jang; Yeong-Dae Kwon (CoRR, 2024)

Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora. - JoonHo Lee; JuYoun Son; Juree Seok; Wooseok Jang; Yeong-Dae Kwon (NAACL (Long Papers), 2025)