{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/almawave-slu-a-new-dataset-for-slu-in-italian","title":"Almawave-SLU: A new dataset for SLU in Italian","arxiv_id":"1907.07526","date":"2019-07-17","proceeding":null,"authors":["Valentina Bellomaria","Giuseppe Castellucci","Andrea Favalli","Raniero Romagnoli"],"abstract":"The widespread use of conversational and question answering systems made it necessary to improve the performances of speaker intent detection and understanding of related semantic slots, i.e., Spoken Language Understanding (SLU). Often, these tasks are approached with supervised learning methods, which needs considerable labeled datasets. This paper presents the first Italian dataset for SLU. It is derived through a semi-automatic procedure and is used as a benchmark of various open source and commercial systems.","url_abs":"https://arxiv.org/abs/1907.07526v1","url_pdf":"https://arxiv.org/pdf/1907.07526v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[],"tasks":[{"task_slug":"intent-detection","task_name":"Intent Detection"},{"task_slug":"question-answering","task_name":"Question Answering"},{"task_slug":"spoken-language-understanding","task_name":"Spoken Language Understanding"}],"methods":[],"datasets_introduced":[{"slug":"almawave-slu","name":"Almawave-SLU","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1907.07526","atlas_url":"https://app.syntology.ai/?focus=1907.07526","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}