2 papers
cs.HC2025
Unmasking Hiring Bias: Platform Data Analysis and Controlled Experiments on Bias in Online Freelance Marketplaces via RAG-LLM Generated Contents
Wugeng Zheng, Guohou Shan
Online freelance marketplaces, a rapidly growing part of the global labor market, are creating a fair environment where professional skills are the main factor for hiring. While th…
cs.LG2020
Causal Feature Selection with Dimension Reduction for Interpretable Text Classification
Guohou Shan, James Foulds, Shimei Pan
Text features that are correlated with class labels, but do not directly cause them, are sometimesuseful for prediction, but they may not be insightful. As an alternative to tradit…