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Who Gets a Token, and What Does It Carry? Unequal Name Support and Concept Access in Large Language Models

Nayeem, Mir Tafseer et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-languagecomputers-and-societyemerging-technologiesmachine-learning
Names are personal identifiers, but they also carry social meaning and are widely used to evaluate how language models treat different people. Such evaluations typically assume that matched names are comparable model inputs. We show that this assumption often fails at the lexical interface: matched
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