Sheshera Mysore

LaMP: When Large Language Models Meet Personalization

2023 · arXiv (Cornell University)

This paper highlights the importance of personalization in large language models and introduces the LaMP benchmark -- a novel benchmark for training and evaluating language models for producing personalized outputs. LaMP offers a comprehensive evaluation …

Editable User Profiles for Controllable Text Recommendations

2023

Methods for making high-quality recommendations often rely on learning latent representations from interaction data. These methods, while performant, do not provide ready mechanisms for users to control the recommendation they receive. Our work tackles this …