Extreme Multi-label Classification (XML) involves predicting multiple labels for a given input, a fundamental problem in domains such as text categorization, recommendation systems, and image tagging. This task presents significant challenges for machine learning and information retrieval, particularly given the exponential growth of online data and the concomitant need for algorithms capable of handling large-...