🏢 Department of Computer Science, Aalto University
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
·2090 words·10 mins·
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Natural Language Processing
Text Classification
🏢 Department of Computer Science, Aalto University
SPARTEX achieves memory-efficient extreme multi-label classification by integrating dynamic sparse training with an auxiliary loss function, enabling end-to-end training with millions of labels on com…