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09/12/2023
Distributionally-Informed Recommender System Evaluation
Current practice for evaluating recommender systems typically focuses on...
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04/18/2023
Report from Dagstuhl Seminar 23031: Frontiers of Information Access Experimentation for Research and Education
This report documents the program and the outcomes of Dagstuhl Seminar 2...
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08/25/2021
Podcast Metadata and Content: Episode Relevance andAttractiveness in Ad Hoc Search
Rapidly growing online podcast archives contain diverse content on a wid...
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08/11/2021
Estimation of Fair Ranking Metrics with Incomplete Judgments
There is increasing attention to evaluating the fairness of search syste...
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06/17/2021
Current Challenges and Future Directions in Podcast Information Access
Podcasts are spoken documents across a wide-range of genres and styles, ...
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05/27/2021
Model Selection for Production System via Automated Online Experiments
A challenge that machine learning practitioners in the industry face is ...
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03/29/2021
TREC 2020 Podcasts Track Overview
The Podcast Track is new at the Text Retrieval Conference (TREC) in 2020...
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09/08/2020
Trajectory Based Podcast Recommendation
Podcast recommendation is a growing area of research that presents new c...
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07/27/2020
Recommending Podcasts for Cold-Start Users Based on Music Listening and Taste
Recommender systems are increasingly used to predict and serve content t...
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07/25/2020
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions
Users of music streaming, video streaming, news recommendation, and e-co...
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04/27/2020
Evaluating Stochastic Rankings with Expected Exposure
We introduce the concept of expected exposure as the average attention r...
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04/08/2020