@inproceedings{el-ghazal-etal-2026-speech, title = "The Speech-{LLM} Takes It All: A Truly Fully End-to-End Spoken Dialog State Tracking Approach", author = "El Ghazal, Nizar and Caubri{\`e}re, Antoine and Vielzeuf, Valentin", 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-1.206/", doi = "10.63317/5dwmfoqycu6w", pages = "2629--2637" }