2 papers
cs.CL2026
Scaling Probabilistic Transformer via Efficient Cross-Scale Hyperparameter Transfer
Penghao Kuang, Haoyi Wu, Kewei Tu
Probabilistic Transformer (PT), a white-box probabilistic model for contextual word representation, has demonstrated substantial similarity to standard Transformers in both computa…
cs.LG2025
Towards Real-world Debiasing: Rethinking Evaluation, Challenge, and Solution
Peng Kuang, Zhibo Wang, Zhixuan Chu +2
Spurious correlations in training data significantly hinder the generalization capability of machine learning models when faced with distribution shifts, leading to the proposition…