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@@ -85,7 +85,7 @@ ladder.
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  @article{scaratti2026ternary,
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  author = {Daniele Scaratti},
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  title = {Recovering the Ternary Penalty in Masked Diffusion Language Models: What Adds Capacity, What Only Reorganizes, and What Repetition Costs},
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- journal = {arXiv preprint},
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- year = {2026}
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  }
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  ```
 
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  @article{scaratti2026ternary,
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  author = {Daniele Scaratti},
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  title = {Recovering the Ternary Penalty in Masked Diffusion Language Models: What Adds Capacity, What Only Reorganizes, and What Repetition Costs},
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+ year = {2026},
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+ doi = {10.5281/zenodo.21455055}
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  }
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  ```