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cs.CL2026
Grounding latent algorithm routing in transformer reasoning
Xiangbo Zhang, Xiaoxu Ma
A central question in the in-context learning literature is whether transformers can organize episode-level adaptation around different inductive-bias families. We study this quest…
cs.CL2026★ 1 cited
Memory Dial: A Training Framework for Controllable Memorization in Language Models
Xiangbo Zhang, Ali Emami
Memorization in language models is widely studied but remains difficult to isolate and control. Understanding when and what models memorize is essential for explaining their predic…
cs.CL2026
Stable and Explainable Personality Trait Evaluation in Large Language Models with Internal Activations
Xiaoxu Ma, Xiangbo Zhang, Zhenyu Weng
Evaluating personality traits in Large Language Models (LLMs) is key to model interpretation, comparison, and responsible deployment. However, existing questionnaire-based evaluati…