{"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/lshtc-a-benchmark-for-large-scale-text","title":"LSHTC: A Benchmark for Large-Scale Text Classification","arxiv_id":"1503.08581","date":"2015-03-30","proceeding":null,"authors":["Ioannis Partalas","Aris Kosmopoulos","Nicolas Baskiotis","Thierry Artieres","George Paliouras","Eric Gaussier","Ion Androutsopoulos","Massih-Reza Amini","Patrick Galinari"],"abstract":"LSHTC is a series of challenges which aims to assess the performance of\nclassification systems in large-scale classification in a a large number of\nclasses (up to hundreds of thousands). This paper describes the dataset that\nhave been released along the LSHTC series. The paper details the construction\nof the datsets and the design of the tracks as well as the evaluation measures\nthat we implemented and a quick overview of the results. All of these datasets\nare available online and runs may still be submitted on the online server of\nthe challenges.","url_abs":"http://arxiv.org/abs/1503.08581v1","url_pdf":"http://arxiv.org/pdf/1503.08581v1.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":"classification-1","task_name":"Classification"},{"task_slug":"classification","task_name":"General Classification"},{"task_slug":"text-classification","task_name":"Text Classification"},{"task_slug":"text-classification-1","task_name":"text-classification"}],"methods":[],"datasets_introduced":[{"slug":"lshtc","name":"LSHTC","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1503.08581","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}