Search Results for author: Joyce Zhou

Found 5 papers, 0 papers with code

An Interactive UI to Support Sensemaking over Collections of Parallel Texts

no code implementations11 Mar 2023 Joyce Zhou, Elena Glassman, Daniel S. Weld

Scientists and science journalists, among others, often need to make sense of a large number of papers and how they compare with each other in scope, focus, findings, or any other important factors.

Augmenting Holistic Review in University Admission using Natural Language Processing for Essays and Recommendation Letters

no code implementations30 Jun 2023 Jinsook Lee, Bradon Thymes, Joyce Zhou, Thorsten Joachims, Rene F. Kizilcec

University admission at many highly selective institutions uses a holistic review process, where all aspects of the application, including protected attributes (e. g., race, gender), grades, essays, and recommendation letters are considered, to compose an excellent and diverse class.

GPT as a Baseline for Recommendation Explanation Texts

no code implementations16 Sep 2023 Joyce Zhou, Thorsten Joachims

In this work, we establish a baseline potential for how modern model-generated text explanations of movie recommendations may help users, and explore what different components of these text explanations that users like or dislike, especially in contrast to existing human movie reviews.

Language-Based User Profiles for Recommendation

no code implementations23 Feb 2024 Joyce Zhou, Yijia Dai, Thorsten Joachims

The encoder LLM generates a compact natural-language profile of the user's interests from the user's rating history.

Cannot find the paper you are looking for? You can Submit a new open access paper.