2 papers
cs.LG2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression
Aviad Susman, Baihan Lin, Mayte Suárez-Fariñas +1
Neighbor-based methods are a natural alternative to linear prediction for tabular data when relationships between inputs and targets exhibit complexity such as nonlinearity, period…
cs.CL2025
Word Clouds as Common Voices: LLM-Assisted Visualization of Participant-Weighted Themes in Qualitative Interviews
Joseph T. Colonel, Baihan Lin
Word clouds are a common way to summarize qualitative interviews, yet traditional frequency-based methods often fail in conversational contexts: they surface filler words, ignore p…