Empathy-Based communication Framework for Chatbots: A Mental Health Chatbot Application and Evaluation. - Shuya Lin; Lingfeng Lin; Cuiqin Hou; Baijun Chen; Jianfeng Li; Shiguang Ni (HAI, 2023)

Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation. - Shuya Lin; Yuxiong Wang; Jonathan Dong; Shiguang Ni (ACL (Findings), 2024)