Mingyi Hong

1 month ago | amazon.science | Siyan Zhao |Mingyi Hong |Yang Liu |Devamanyu Hazarika

Large Language Models (LLMs) are increasingly used as chatbots, yet their ability to personalize responses to user preferences remains limited. We introduce PREFEVAL, a benchmark for evaluating LLMs’ ability to infer, memorize and adhere to user preferences in a long-context conversational setting. PREFEVAL comprises 3,000 manually curated user preference and query pairs spanning 20 topics.

Feb 22, 2023 | amazon.science | Ming Lin |Mike Hicks |Ruhi Sarikaya |Mingyi Hong

Ming Lin elected Fellow by the National Academy of InventorsMing Lin, an Amazon Scholar and Distinguished University Professor of Computer Science at the University of Maryland (UMD), was elected as Fellow by the National Academy of Inventors (NAI). Lin, who joined Amazon Fashion as a Scholar in 2020, was recognized for her contributions in virtual reality, computer graphics, and robotics.