作者位次 #4/10SIGIR 2026Poster· Information Retrieval (Industry)
From Queries to Playlists: An LLM-Driven Architecture for Semantic Music Search at Scale
Rinat Mullakhmetov · Fedor Buzaev · Roman Bogachev · Ilya Sedunov · Oleg Pavlovich · Kamil Mazitov · Vladimir Kravtsov · Elena Tutubalina · Daria Pugacheva · Ivan Sukharev
摘要
A core task for music streaming platforms is retrieving and ranking tracks in response to user queries over multi-million-track catalogs. Existing approaches either rely on tag-based, entity-centric retrieval and recommendation, which struggle with implicit and subjective queries that fall outsid...