My research interests include multimodal computing, natural language processing, machine learning interpretation, and applications in management science. I am open to research questions regarding analytical prediction and decision-making on unstructured data.
Unlocking the Power of Voice for Financial Risk Prediction: A Theory-Driven Deep Learning Design Approach (2023)
with Yi Yang, Yangyang Fan, and Zhongju Zhang
MIS Quarterly 47 (1).
Financial Risk Prediction with Multi-Round Q&A Attention Network (2020) [Paper]
Zhen Ye, Yu Qin, Wei Xu
Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI’20)
What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues (2019) [Paper] [Data]
Yu Qin, Yi Yang
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL’19)
Presentations and Invited Talks
- 2022: INFORMS Annual Meeting 2022, UMass Lowell (Manning)
- 2019: ACL’19