most citedMamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges

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cs.AI2026

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

Saurabh Yadav, Badri Narayana Patro, Vijay Srinivas Agneeswaran

Diffusion Language Models (DLMs) offer a compelling alternative to autoregressive (AR) generation by enabling bidirectional context and iterative refinement. However, their reliabi…