Compositional Zero-Shot Learning for Attribute-Based Object Reference in Human-Robot Interaction

no code implementations • 21 Dec 2023 • Peng Gao, Ahmed Jaafar, Brian Reily, Christopher Reardon, Hao Zhang

However, visual observations of an object may not be available when it is referred to, and the number of objects and attributes may also be unbounded in open worlds.

16k Attribute +3

Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation

no code implementations • 16 Nov 2023 • Zonghai Yao, Ahmed Jaafar, Beining Wang, Zhichao Yang, Hong Yu

We recommend a two-phase optimization process, leveraging APO-GPT4 for consistency and expert input for personalization.

Prompt Engineering