Shivanand Venkanna Sheshappanavar

Papers on Lattice

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Research focus

Recommendation & Information Retrieval (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Nabaraj Subedi (1)Ahmed Abdelaty (1)

Papers (1)

Jun 9, 2026

Nabaraj Subedi +2Jun 9, 2026

When More Documents Hurt RAG: Mitigating Vector Search Dilution with Domain-Scoped, Model-Agnostic Retrieval

Scaling document collections can drastically reduce retrieval accuracy, but domain scoping with metadata can reverse this trend and boost performance significantly.

Nabaraj Subedi, Ahmed Abdelaty, Shivanand Venkanna Sheshappanavar

Recommendation & Information Retrieval Scaling Laws & Emergent Abilities