A production system at Deezer generates personalized playlists from free-text user queries using LLM-based tag extraction, collaborative filtering, and LLM re-ranking, and reports higher subsequent listening rates than manual playlists.
In: Proceedings of the 16th ACM Conference on Recommender Systems
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Text2Playlist: Generating Personalized Playlists from Text on Deezer
A production system at Deezer generates personalized playlists from free-text user queries using LLM-based tag extraction, collaborative filtering, and LLM re-ranking, and reports higher subsequent listening rates than manual playlists.