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cs.CL2026
Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models
Thomas Stephan Juzek, Xiaoyang Ming, Jose A. Hernandez
The language used by digital chat assistants such as ChatGPT can diverge from human expectations (misalignment). Research, mostly on Scientific English, has described both what div…
cs.CL2026
Isolating LLM Lexical Bias: A Curation-Free Triangulated Metric for Preference-Stage Learning
Xiaoyang Ming, Jose Hernandez, Thomas Stephan Juzek
Various language domains have undergone remarkable changes in recent years; these shifts are largely attributed to the advent of Large Language Models and their misalignment with n…