Dongxue Wu

MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis

Automatic diagnosis systems aim to probe for symptoms (i.e., symptom checking) and diagnose disease through multi-turn conversations with patients. Most previous works formulate it as a sequential decision process and use reinforcement learning (RL) to decide whether to inquire about symptoms or mak…