Follow the Latent Roadmap: Navigating Revocable Decoding for Diffusion LLMs with Anchor Tokens
Published in EMNLP 2026 (Oral)
ASRD (Anchor-Supervised Revocable Decoding) identifies reliable anchor tokens and uses them to guide generation and test uncertain tokens. It improves accuracy on math and coding benchmarks while accelerating inference throughput by up to 7.2×.
Recommended citation: Yizhen Yao, Qinglin Zhu, Runcong Zhao, Xiangxiang Dai, Yanzheng Xiang, Yulan He, Lin Gui. 2026. "Follow the Latent Roadmap: Navigating Revocable Decoding for Diffusion LLMs with Anchor Tokens." In EMNLP 2026 (Oral).
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