2 papers
cs.CL2025
Sentiment-Aware Extractive and Abstractive Summarization for Unstructured Text Mining
Junyi Liu, Stanley Kok
With the rapid growth of unstructured data from social media, reviews, and forums, text mining has become essential in Information Systems (IS) for extracting actionable insights.…
cs.LG2025
Practical Global and Local Bounds in Gaussian Process Regression via Chaining
Junyi Liu, Stanley Kok
Gaussian process regression (GPR) is a popular nonparametric Bayesian method that provides predictive uncertainty estimates and is widely used in safety-critical applications. Whil…