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@@ -61,13 +61,6 @@ model = AutoModelForMaskedLM.from_pretrained(
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  - **Lacuna restoration** (Test A Hit@1: 0.817, CER: 0.183)
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  - **Real gap restoration** (Test B char Hit@1: 0.466, span Hit@1: 0.222)
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- ## Citation
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- If you use this model, please cite:
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- ```
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- @thesis{
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- title = {Automatic Restoration and Analysis of Birchbark Manuscripts},
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- author = {Maxim Eremeev},
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- year = {2026},
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- }
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- ```
 
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  - **Lacuna restoration** (Test A Hit@1: 0.817, CER: 0.183)
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  - **Real gap restoration** (Test B char Hit@1: 0.466, span Hit@1: 0.222)
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+ ## Contact
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+ Maxim Eremeev, maeremeev@edu.hse.ru