DiffER: Diffusion Entity-Relation Modeling for Reversal Curse in Diffusion Large Language Models

We analyze the underlying causes of the reversal curse in Diffusion LLMs, and propose DiffER to effectively mitigate this issue.

Recommended citation: Shaokai He, Kaiwen Wei, Yu Tian. (2026). "DiffER: Diffusion Entity-Relation Modeling for Reversal Curse in Diffusion Large Language Models." arXiv.
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