Forecasting Corpus-Sampling Disagreement in Masked Text Reconstruction

cs.CL, cs.LG, stat.ML

Submitted: 2026-10-09

Updated: 2026-10-09

Comments: 12 pages + Appendices

Code: https://github.com/learncsai/masked-diffusion-model-text-reconstruction

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Structured Denoising Diffusion Models in Discrete State-Spaces
• TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
• Generalization in diffusion models arises from geometry-adaptive harmonic representations
• Understanding Transformers via N-gram Statistics

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