Wai Chung Kwan — accepted AI-conference papers

2023

CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation

Huimin Wang, Wai Chung Kwan, Kam-Fai Wong, Yefeng Zheng

ACL 2023long

Automatic diagnosis (AD), a critical application of AI in healthcare, employs machine learning techniques to assist doctors in gathering patient symptom information for precise disease diagnosis. The Transformer-based method utilizes an input symptom sequence, predicts itself through auto-regression…

Cited by 10 Source ↗PDF ↗code ↗Scholar ↗

2023

Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization

Liang Chen, Hongru Wang, Yang Deng, Wai Chung Kwan, Zezhong Wang, Kam-Fai Wong

ACL 2023findings

Generating persona consistent dialogue response is important for developing an intelligent conversational agent. Recent works typically fine-tune large-scale pre-trained models on this task by concatenating persona texts and dialogue history as a single input sequence to generate the target response…

Cited by 14 Source ↗PDF ↗code ↗Scholar ↗