Author

Yusuke Takase

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#natural language process... Mar 2026

Language Model Maps for Prompt-Response Distributions via Log-Likelihood Vectors

A method that represents language models by log-likelihood vectors over prompt-response pairs and constructs model maps for comparing their conditional distributions is proposed, which supports the analysis and prediction of input-dependent model behavior.

Yusuke Takase, Momose Oyama, H. Shimodaira · arXiv.org · 0 citations