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45%Niche pick
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NeurIPS 2026UW MadisonU Wisconsin-MadisonU Wisconsin - MadisonMechanistic interpretability

Spectral-Spatial Interpretation

Haotian Ma, Ruqi Yang, Philip Townsend

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026U Wisconsin-MadisonDukeCarnegie MellonU Wisconsin - MadisonUW MadisonTest-time compute

Corrective Diffusion Language Models

Standard diffusion language models lack reliable token correction, so a correction-oriented post-training principle improves iterative refinement and outperforms masked diffusion baselines.

Shuibai Zhang, Fred Peng, Yiheng Zhang, Jin Pan and 1 more

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face · Code ★ 17

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 0/5