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#natural language process... Preprint Oct 2026

Label Collapse in Diffusion Language Model In-Context Learning

A systematic evaluation of ICL failure modes is presented, complementing contemporaneous studies of dLLM context comprehension and demonstration-order sensitivity, and open questions about how iterative denoising interacts with label biases are identified.

Zi-Ye Guo, Ye Yuan · 0 citations

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