ArXiv TLDR

Makoto P. Kato

2 papers · Latest:

Information Retrieval

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

NumColBERT improves dense retrieval for numerical queries using a non-intrusive method that enhances ColBERT without modifying its core architecture.

2605.10109
Information Retrieval

H-MAPS: Hierarchical Memory-Augmented Proactive Search Assistant for Scientific Literature

H-MAPS is a proactive search assistant that uses hierarchical memory to provide personalized literature recommendations, reducing cognitive load during scientific reading.

2605.10097

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