ELF-REG: Scaling Continuous Diffusion Language Models to Reasoning Tasks
arXiv:2609.29102v1 Announce Type: new Abstract: Fully continuous diffusion language models (dLMs) denoise continuous representations without intermediate discretization, then decode all response tokens in parallel at the final step. Their performance on challenging reasoning tasks remains less esta…
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- 2026-09-25 04:00 · arXiv cs.CL
ELF-REG: Scaling Continuous Diffusion Language Models to Reasoning Tasks