40 citations · 68 across the 10 of their papers we have counts for
10 papers
Mixed Chain-of-Psychotherapies for Emotional Support Chatbot
Siyuan Chen, Cong Ming, Zhiling Zhang +3
In the realm of mental health support chatbots, it is vital to show empathy and encourage self-exploration to provide tailored solutions. However, current approaches tend to provid…
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation
Siyuan Chen, Mengyue Wu, Kenny Q. Zhu +3
Empowering chatbots in the field of mental health is receiving increasing amount of attention, while there still lacks exploration in developing and evaluating chatbots in psychiat…
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation
Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu
Controlling chatbot utterance generation with multiple attributes such as personalities, emotions and dialogue acts is a practically useful but under-studied problem. We propose a…
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data
Xuenan Xu, Zhiling Zhang, Zelin Zhou +4
Compared with ample visual-text pre-training research, few works explore audio-text pre-training, mostly due to the lack of sufficient parallel audio-text data. Most existing metho…
Symptom Identification for Interpretable Detection of Multiple Mental Disorders
Zhiling Zhang, Siyuan Chen, Mengyue Wu +1
Mental disease detection (MDD) from social media has suffered from poor generalizability and interpretability, due to lack of symptom modeling. This paper introduces PsySym, the fi…
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression
Zhiling Zhang, Siyuan Chen, Mengyue Wu +1
Depression is a prominent health challenge to the world, and early risk detection (ERD) of depression from online posts can be a promising technique for combating the threat. Early…
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging
Zhiling Zhang, Zelin Zhou, Haifeng Tang +3
Audio tagging aims at predicting sound events occurred in a recording. Traditional models require enormous laborious annotations, otherwise performance degeneration will be the nor…
Can Audio Captions Be Evaluated with Image Caption Metrics?
Zelin Zhou, Zhiling Zhang, Xuenan Xu +3
Automated audio captioning aims at generating textual descriptions for an audio clip. To evaluate the quality of generated audio captions, previous works directly adopt image capti…
Diverse and Specific Clarification Question Generation with Keywords
Zhiling Zhang, Kenny Q. Zhu
Product descriptions on e-commerce websites often suffer from missing important aspects. Clarification question generation (CQGen) can be a promising approach to help alleviate the…
A unified sequence-to-sequence front-end model for Mandarin text-to-speech synthesis
Junjie Pan, Xiang Yin, Zhiling Zhang +4
In Mandarin text-to-speech (TTS) system, the front-end text processing module significantly influences the intelligibility and naturalness of synthesized speech. Building a typical…