2 papers
cs.SD2026
Multimodal Speaker Identification in Classroom Environments
Michael L. Chrzan, Meghavarshini Krishnaswamy, Robert Gibboni +3
Automated analysis of K-12 classroom dynamics faces challenges due to background noise and variable child speech, often confounding acoustic-only models. This study evaluates a mul…
cs.CL2026
Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates
Paiheng Xu, Jing Liu, Wei Ai
A core goal of computational social science is to discover interpretable differences in how language varies across outcomes of interest, such as political affiliation or instructio…