\AcpMDS aim to assist doctors and patients with a range of professional medical services, ie,
diagnosis, treatment and consultation. The development of\acpMDS is hindered because of …

Neural processes (NPs) formulate exchangeable stochastic processes and are promising
models for meta learning that do not require gradient updates during the testing phase …

We consider multilingual dialogue systems and ask how the performance of a dialogue
system can be improved by using information that is available in other languages than the …

Reinforcement learning (RL) is a powerful approach to enhance task-oriented dialogue
(TOD) systems. However, existing RL methods tend to mainly focus on generation tasks …

Existing methods for Dialogue Response Generation (DRG) in Task-oriented Dialogue
Systems (TDSs) can be grouped into two categories: template-based and corpus-based …

Conversational information seeking (CIS) is playing an increasingly important role in
connecting people to information. Due to a lack of suitable resources, previous studies on …