Beyond the Bidirectional Promise: Re-evaluating the Robustness of Diffusion Language Models

Saurabh Yadav, Badri Narayana Patro, Vijay Srinivas Agneeswaran

The paper evaluates how diffusion-based language models handle noisy inputs and adversarial attacks compared to traditional autoregressive models, finding that while they resist ce…