MARS aligns text and image features of items, then augments sparse user sequences with retrieved sequences from similar heavy users, improving CTR prediction offline and online.
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MARS: Modality-Aligned Retrieval for Sequence Augmented CTR Prediction
MARS aligns text and image features of items, then augments sparse user sequences with retrieved sequences from similar heavy users, improving CTR prediction offline and online.