Liu, Guangliang

1. On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept
   2024/06/04 by Liu, Guangliang, Mao, Haitao, Cao, Bochuan +5 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
   2024/07/21 by Guangliang Liu, Liu, Guangliang, Haitao Mao +5 · 3 citations
   Decision Sciences · Neuroscience · #Computation and Language (cs.CL) #Ethics in Business and Education #FOS: Computer and information sciences #Psychology of Moral and Emotional Judgment
3. Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds
   2023/05/30 by Xitong Zhang, Zhang, Xitong, Avrajit Ghosh +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
4. A Survey to Recent Progress Towards Understanding In-Context Learning
   2024/02/03 by Mao, Haitao, Liu, Guangliang, Ma, Yao +3 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness
   2024/06/06 by Guangliang Liu, Liu, Guangliang, Milad Afshari +13 · 2 citations
   Social Sciences · #Computation and Language (cs.CL) #Digital Economy and Work Transformation #FOS: Computer and information sciences
6. Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization
   2025/02/23 by Guangliang Liu, Zhen Qi, Liu, Guangliang +7 · 2 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling