Under the auspices of the NLPL network (coordinated by LTG, and with financial support from the University of Oslo), 50 doctoral and post-doctoral fellows (and some even more senior folks) gather for the third time at the Skeikampen mountain-side resort. The NLPL winter school comprises three days of training in recent developments in deep learning for natural language processing, with two high-profile external presenters, Yoav Goldberg (Bar Ilan University and Allen Institute for AI) and Thomas Wolf (Huggingface).