Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models

no code implementations • 13 Feb 2024 • Jason Tang, Garrin McGoldrick, Marie Al-Ghossein, Ching-Wei Chen

This paper explores the usage of multimodal image-to-text models to enhance text-based item retrieval.

Image Captioning Retrieval

Current Challenges and Future Directions in Podcast Information Access

no code implementations • 17 Jun 2021 • Rosie Jones, Hamed Zamani, Markus Schedl, Ching-Wei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, Longqi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette

Podcasts are spoken documents across a wide-range of genres and styles, with growing listenership across the world, and a rapidly lowering barrier to entry for both listeners and creators.

An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation

no code implementations • 2 Oct 2018 • Hamed Zamani, Markus Schedl, Paul Lamere, Ching-Wei Chen

We further report and analyze the results obtained by the top performing teams in each track and explore the approaches taken by the winners.

Sequential Recommendation