Performance Evaluation of Text Augmentation Methods with BERT on Small-sized, Imbalanced Datasets. - Lingshu Hu; Can Li; Wenbo Wang; Bin Pang; Yi Shang (CogMI, 2022)

Deep Formality: Sentence Formality Prediction with Deep Learning. - Can Li 012; Wenbo Wang 009; Bitty Balducci; Lingshu Hu; Matthew Gordon; Detelina Marinova; Yi Shang (IRI, 2022)

How Well Can Language Models Understand Politeness? - Can Li 012; Bin Pang; Wenbo Wang 009; Lingshu Hu; Matthew Gordon; Detelina Marinova; Bitty Balducci; Yi Shang (CAI, 2023)

Tracking moral divergence with DDR in presidential debates over 60 years. - Mengyao Xu; Lingshu Hu; Glen T. Cameron (J. Comput. Soc. Sci., 2023)

Pseudo-events: Tracking mediatization with machine learning over 40 years. - Mengyao Xu; Lingshu Hu; Amanda Hinnant (Comput. Hum. Behav., 2023)

Mobilization, self-expression or argument? A computational method for identifying language styles in political discussion on Twitter. - Lingshu Hu (Online Inf. Rev., 2024)

Navigating Sentiment Complexity: Exploring the Rational-Emotional Spectrum and Intergroup Dynamics in Social Media Engagement. - Lingshu Hu; Rui Sun; Kennon M. Sheldon (AMCIS, 2025)