Hierarchical Transformers Are More Efficient Language Models. - Piotr Nawrot; Szymon Tworkowski; Michal Tyrolski; Lukasz Kaiser; Yuhuai Wu; Christian Szegedy; Henryk Michalewski (NAACL-HLT (Findings), 2022)

Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search. - Michal Zawalski; Michal Tyrolski; Konrad Czechowski; Tomasz Odrzygózdz; Damian Stachura; Piotr Piekos; Yuhuai Wu; Lukasz Kucinski; Piotr Milos (ICLR, 2023)

What Matters in Hierarchical Search for Combinatorial Reasoning Problems? - Michal Zawalski; Gracjan Góral; Michal Tyrolski; Emilia Wisnios; Franciszek Budrowski; Lukasz Kucinski; Piotr Milos (CoRR, 2024)