Xin Du

Assistant Professor, Waseda University

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Correlation Dimension of Autoregressive Large Language Models

#2009 · Xin Du, Kumiko Tanaka-Ishii

We propose correlation dimension as a practical, model-agnostic metric that captures structural complexity and detects degeneration in large language model outputs beyond what perplexity reveals.