Probabilistic topic modeling and search query refinement with Latent Dirichlet Allocation

Solving Search Query Drift with Latent Dirichlet Allocation (LDA): Lessons from ICICSET 2025

Why jumping to 7B LLMs for search query expansion is overkill, and how our ICICSET 2025 research used unsupervised Latent Dirichlet Allocation to eliminate query drift on low CPU budgets.

July 20, 2026 · 5 min · 985 words · Rishav Dahal