Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely-Armed Bandit Strategy
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed Aslam
Search & Recommendations
60 publications
November 2023 | ACM TORS
October 2023 | CIKM
Exploiting Sequential Music Preferences via Optimisation-Based Sequencing
Dmitrii Moor, Yi Yuan, Rishabh Mehrotra, Zhenwen Dai, Mounia Lalmas
October 2023 | CIKM
Graph Learning for Exploratory Query Suggestions in an Instant Search System
Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan
September 2023 | CLEF
Cem Mil Podcasts: A Spoken Portuguese Document Corpus For Multi-modal, Multi-lingual and Multi-Dialect Information Access Research
Ekaterina Garmash, Edgar Tanaka, Ann Clifton, Joana Correia, Sharmistha Jat, Winstead Zhu, Rosie Jones, Jussi Karlgren
September 2023 | RecSys
Accelerating Creator Audience Building through Centralized Exploration
Buket Baran, Guilherme Dinis Junior, Antonina Danylenko, Olayinka S. Folorunso, Gösta Forsum, Maksym Lefarov, Lucas Maystre, Yu Zhao
July 2023 | SIGIR
Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments
Nirmal Roy, Agathe Balayn, David Maxwell, Claudia Hauff.
July 2023 | SIGIR
When the Music Stops: Tip-of-the-Tongue Retrieval for Music
Samarth Bhargav, Anne Schuth, Claudia Hauff
July 2023 | SIGIR Industry
Bootstrapping Query Suggestions in Spotify’s Instant Search System
Alva Liu, Humberto Corona Pampin, Enrico Palumbo
July 2023 | KDD
Impatient Bandits: Optimizing for the Long-Term Without Delay
Thomas McDonald, Lucas Maystre, Mounia Lalmas, Daniel Russo, Kamil Ciosek
July 2023 | KDD
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, Zhenwen Dai
May 2023 | TheWebConf
Improving Content Retrievability in Search with Controllable Query Generation
Gustavo Penha, Enrico Palumbo, Maryam Aziz, Alice Wang, and Hugues Bouchard
March 2023 | Frontier on Big Data: Recommender Systems
A Survey on Multi-objective Recommender Systems
Dietmar Jannach and Himan Abdollahpouri
March 2023 | Intelligent User Interfaces (IUI)
Enabling Goal-Focused Exploration of Podcasts in Interactive Recommender Systems
Yu Liang, Aditya Ponnada, Paul Lamere, Nediyana Daskalova
September 2022 | RecSys
Challenges in Translating Research to Practice for Evaluating Fairness & Bias in Recommendation Systems
Lex Beattie, Dan Taber, Henriette Cramer
September 2022 | RecSys
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed Aslam
July 2022 | SIGIR
What Makes a Good Podcast Summary?
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
June 2022 | ICWSM
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Nazeri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones
April 2022 | The Web Conference (WWW)
Sequential Recommendation via Stochastic Self-Attention
Ziwei Fan, Zhiwei Liu, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu
April 2022 | The Web Conference (WWW)
Using Survival Models to Estimate Long-Term Engagement in Online Experiments
Praveen Chandar, Brian St. Thomas, Lucas Maystre, Vijay Pappu, Roberto Sanchis-Ojeda, Tiffany Wu, Ben Carterette, Mounia Lalmas, Tony Jebara
April 2022 | The Web Conference (WWW)
Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations
Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catie Edrwards, Ben Carterette, Mounia Lalmas