CrossQ: Task-Aligned Cross-Token Conditional Quantization for Late Interaction Retrieval

Rohit Kumar Salla, Manoj Saravanan, Ramya Manasa Amancherla

Late-interaction retrievers like ColBERT achieve high quality but suffer from large multi-vector indices. Standard compression minimizes token reconstruction error, while ranking d…