no code implementations • 26 Jun 2020 • Gagan Bansal, Tongshuang Wu, Joyce Zhou, Raymond Fok, Besmira Nushi, Ece Kamar, Marco Tulio Ribeiro, Daniel S. Weld
However, prior studies observed improvements from explanations only when the AI, alone, outperformed both the human and the best team.
no code implementations • 11 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.
no code implementations • 30 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.
no code implementations • 16 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.
no code implementations • 23 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.