What properties of reasoning supervision are associated with improved downstream model quality?Mikołaj Langner, Dzmitry Pihulski, Jan K Eliasz, Michał Rajkowski, Przemysław Kazienko, Maciej Piasecki, Jan Kocoń, Teddy FerdinanarXivDOIPDFLink2026
Breaking the illusion of reasoning in Polish LLMs: quality over quantity of thoughtDzmitry Pihulski, Mikołaj Langner, Jan Eliasz, Przemyslaw Kazienko, Jan Kocoń, Teddy Ferdinan, T FerdinanStroudsburg : Association for Computational Linguistics, cop. 2026. s. 1796-1811.DOILink2026