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Semantic IDs for Generative Search and Recommendation

Large Language Model (LLM)-based generative frameworks are transforming how we approach...
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Sep 18, 2025

Prompt-to-Slate: Diffusion Models for Prompt-Conditioned Slate Generation

Many recommender systems present multiple items to users at once...
Search & RecommendationsArtificial Intelligence
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Sep 18, 2025

Calibrated Recommendations with Contextual Bandits on Spotify Homepage

Streaming platforms typically offer a wide variety of content types...
Causal InferenceUser ModelingSearch & Recommendations
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Sep 18, 2025

Generalized user representations for large-scale recommendations

Personalization lies at the heart of the Spotify platform...
User ModelingSearch & RecommendationsArtificial Intelligence

Research Areas

How do we create more personalized experiences? What can we learn about listeners on how they use written language? How do we optimize testing methodologies? Explore all our research areas below.

Algorithmic ResponsibilityAlgorithmic Responsibility
Algorithmic Responsibility
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Audio and Visual IntelligenceAudio and Visual Intelligence
Audio and Visual Intelligence
Causal InferenceCausal Inference
Causal Inference
EconomicsEconomics
Economics
EvaluationEvaluation
Evaluation
Search & RecommendationsSearch & Recommendations
Search & Recommendations
Speech and NLPSpeech and NLP
Speech and NLP
User ModelingUser Modeling
User Modeling

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We're expanding knowledge of audio and video technology every day, sharing open source frameworks, tools, libraries, and models for everything from research exploration to large-scale production deployment.

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