@inproceedings{rohr-etal-2026-deepicd, title = "{D}eep{ICD}-R1: Medical Reasoning through Hierarchical Rewards and Unsupervised Distillation", author = {R{\"o}hr, Tom and Steffek, Thomas Maximilian Josef and Teucher, Roman and Bressem, Keno and Figueroa, Alexei and Grundmann, Paul and Troeger, Peter and Gers, Felix Alexander and L{\"o}ser, Alexander}, editor = "Piperidis, Stelios and Bel, N{\'u}ria and van den Heuvel, Henk and Ide, Nancy and Krek, Simon and Toral, Antonio", booktitle = "Proceedings of the Fifteenth Language Resources and Evaluation Conference", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "ELRA Language Resource Association", url = "https://aclanthology.org/2026.lrec-1.843/", doi = "10.63317/5ntn3gnmv9cy", pages = "10764--10775" }