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Text2Tracks: Improving Prompt-based Music Recommendations with Generative Retrieval

  • Search & Recommendations

Bridging the Product & Research gap – Part I: Demystifying Product for Researchers

  • Language Technologies
  • Machine Learning
  • Search & Recommendations

Contextualized Recommendations Through Personalized Narratives using LLMs

  • Language Technologies
  • Machine Learning

PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters

  • Language Technologies
  • Machine Learning

Bridging Search and Recommendation with Generative Retrieval

  • Search & Recommendations

Socially-Motivated Music Recommendation

  • Human-Computer Interaction
  • Search & Recommendations

Exploring Local Music’s Place in Global Streaming

  • Human-Computer Interaction
  • Search & Recommendations

Personalizing Audiobooks and Podcasts with graph-based models

  • Machine Learning
  • Search & Recommendations

Estimating long-term outcome of algorithms

  • Evaluation
  • Search & Recommendations

In-context Exploration-Exploitation for Reinforcement Learning

  • Machine Learning
  • Reinforcement Learning

How do people stream newly released music?

  • Human-Computer Interaction
  • Search & Recommendations

Accelerating Creator Audience Building through Centralized Exploration

  • Machine Learning
  • Search & Recommendations

Which Witch? Artist name disambiguation and catalog curation using audio and metadata

  • Machine Learning

Exploiting Sequential Music Preferences via Optimisation-Based Sequencing

  • Search & Recommendations
  • User Modeling

Graph Learning for Exploratory Query Suggestions in an Instant Search System

  • Language Technologies
  • Search & Recommendations

LLark: A Multimodal Foundation Model for Music

  • Audio Intelligence
  • Language Technologies
  • Machine Learning

Azin Ghazimatin: Research Scientist

  • My Beat

Audio-based Machine Learning Model for Podcast Language Identification

  • Audio Intelligence
  • Language Technologies
  • Machine Learning

Optimizing for the Long-Term Without Delay

  • Machine Learning
  • Search & Recommendations
  • User Modeling

Automatic Music Playlist Generation via Simulation-based Reinforcement Learning

  • Machine Learning
  • Search & Recommendations
  • User Modeling

Redesigning Your Library with Mixed Methods Insights

  • Human-Computer Interaction

Andreas Damianou: Senior Scientist

  • My Beat

Improving Retrievability in Search with Query Generation

  • Language Technologies
  • Search & Recommendations

Answering counterfactual “what-if” questions in a trustworthy and efficient manner

  • Machine Learning
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