NumColBERT: Non-Intrusive Numeracy Injection for Late-Interaction Retrieval Models

Haruki Fujimaki, Makoto P. Kato

This study addresses the challenge of improving dense retrieval performance for queries containing numerical conditions, such as ``companies with more than one billion dollars in R…