Search Results for author: Benjamin Carterette

Found 3 papers, 1 papers with code

A Topological Method for Comparing Document Semantics

no code implementations8 Dec 2020 Yuqi Kong, Fanchao Meng, Benjamin Carterette

Comparing document semantics is one of the toughest tasks in both Natural Language Processing and Information Retrieval.

Information Retrieval Retrieval

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

1 code implementation24 Apr 2020 Carlos Fernández-Loría, Foster Provost, Jesse Anderton, Benjamin Carterette, Praveen Chandar

This study presents a systematic comparison of methods for individual treatment assignment, a general problem that arises in many applications and has received significant attention from economists, computer scientists, and social scientists.

Decision Making

The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify

no code implementations17 Mar 2020 David Holtz, Benjamin Carterette, Praveen Chandar, Zahra Nazari, Henriette Cramer, Sinan Aral

We also observe evidence that our treatment affected streams from sections of Spotify's app not directly affected by the experiment, suggesting that exposure to personalized recommendations can affect the content that users consume organically.

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