Shitian Li

Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA

2025

Addressing multi-hop reasoning of complex query effectively is a challenging task in information retrieval field. It demands the ability to retrieve and integrate dispersed knowledge across multiple documents dynamically while maintaining coherence in multi-step reasoning …