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David Jimenez-Cabello

1 accepted papers

2025

Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss

NAACL 2025long

Extreme Multi-label Classification (XMC) methods predict relevant labels for a given query in an extremely large label space. Recent works in XMC address this problem using deep encoders that project text descriptions to an embedding space suitable for recovering the closest labels. However, learnin…