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Israel kills 8 in southern Lebanon, a day after Trump said Israel and Hezbollah to de-escalate
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SAID: Accelerating Diffusion-Based Language Models via Scaffold-Aware Iterative Decoding
Announce Type: new Abstract: Diffusion large language models (DLLMs) enable non-autoregressive generation by iteratively denoising corrupted token sequences with bidirectional context. Despite their ability to update multiple positions in parallel, inference remains costly due to the many denoising steps required for high-quality generation. We propose SAID, a Scaffold-Aware Iterative Decoding framework that accelerates DLLMs by reallocating computation across tokens.