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Author

Fedor Buzaev

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Book Open access Jul 2026

Evolutionary Algorithms for Lightweight Post-Training of Language Models

To address clifflike fitness landscapes, a dense reward shaping function providing partial credit for structure, number usage, and numeric closeness is introduced to address clifflike fitness landscapes.

M. Ulyanova, Fedor Buzaev, Andrei M. Ermakov · 0 citations
Book Open access Jul 2026

From Queries to Playlists: An LLM-Driven Architecture for Semantic Music Search at Scale

A semantic playlist generation service that retrieves and ranks tracks based on meaning rather than keyword overlap, while avoiding hallucination-related failures is introduced, indicating that meaning-aware retrieval substantially enhances user engagement and supports broader production rollout.

Rinat Mullakhmetov, Fedor Buzaev, R. Bogachev et al. · 0 citations

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