most citedPAS: A Training-Free Stabilizer for Temporal Encoding in Video LLMs

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cs.CL2025

Blockwise SFT for Diffusion Language Models: Reconciling Bidirectional Attention and Autoregressive Decoding

Bowen Sun, Yujun Cai, Ming-Hsuan Yang +1

Discrete diffusion language models have shown strong potential for text generation, yet standard supervised fine-tuning (SFT) misaligns with their semi-autoregressive inference: tr…