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Hei-Chung Cheuk

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#artificial intelligence Preprint Oct 2026

PRIME: Pre-Retrieval Index Modeling Enhancement for Structured Document Retrieval-Real

High-precision retrieval over external knowledge bases is essential for LLM agents to operate effectively. However, existing Information Retrieval (IR) research primarily optimizes query-side retrievers (e.g., ColBERT, BGE) and generators (e.g., Self-RAG, GraphRAG), while reducing corpus-side representation to chunking...

Hei-Chung Cheuk, Li Liu · 0 citations

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