Search Results for author: Susan T. Dumais

Found 3 papers, 0 papers with code

Analyzing and Learning from User Interactions for Search Clarification

no code implementations30 May 2020 Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul N. Bennett, Nick Craswell, Susan T. Dumais

We also propose a model for learning representation for clarifying questions based on the user interaction data as implicit feedback.

Re-Ranking Retrieval

Using Shortlists to Support Decision Making and Improve Recommender System Performance

no code implementations26 Oct 2015 Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims

From a machine learning perspective, adding items to the shortlist generates a new implicit feedback signal as a by-product of exploration and decision making which can improve recommendation quality.

Decision Making Movie Recommendation +1

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