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20242026
most citedOnline Learning and Information Exponents: On The Importance of Batch size, and Time/Complexity Tradeoffs

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cs.CL2026

ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models

Antoine Chaffin, Luca Arnaboldi, Amélie Chatelain +1

Current state-of-the-art multi-vector models are obtained through a small Knowledge Distillation (KD) training step on top of strong single-vector models, leveraging the large-scal…