Uncertainty-Penalized Direct Preference Optimization. - Sam Houliston; Alizée Pace; Alexander Immer; Gunnar Rätsch (CoRR, 2024)

Reasoning Language Models: A Blueprint. - Maciej Besta; Julia Barth; Eric Schreiber; Ales Kubicek; Afonso Claudino Catarino; Robert Gerstenberger; Piotr Nyczyk; Patrick Iff; Yueling Li; Sam Houliston; Tomasz Sternal; Marcin Copik; et al. (CoRR, 2025)