Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue

no code implementations • 20 Jun 2024 • Huifang Du, Shuqin Li, Minghao Wu, Xuejing Feng, Yuan-Fang Li, Haofen Wang

Reinforcement learning (RL) is a powerful approach to enhance task-oriented dialogue (TOD) systems.

Dialogue State Tracking Reinforcement Learning (RL) +1

Plug-and-Play Feature Generation for Few-Shot Medical Image Classification

no code implementations • 14 Oct 2023 • Qianyu Guo, Huifang Du, Xing Jia, Shuyong Gao, Yan Teng, Haofen Wang, Wenqiang Zhang

Finally, the generated features and prototypes are together to train a more generalized classifier.

Few-Shot Learning Image Classification +1