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@@ -233,11 +233,13 @@ math_token/
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  ## Citation
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  ```bibtex
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- @article{mathtok2024,
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- title = {MathTok: A Hybrid Canonicalized AST-Based Tokenization Framework
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- for Mathematical Language Modeling},
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- author = {Anonymous},
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- year = {2024},
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- note = {Under review}
 
 
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  }
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  ```
 
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  ## Citation
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  ```bibtex
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+ @article{surweesh2026mathtok,
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+ title = {MathTok: A Hybrid Canonicalized AST-Based Tokenization Framework for Mathematical Language Modeling and Symbolic Reasoning},
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+ author = {Surweesh SP},
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+ year = {2026},
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+ journal = {Preprint},
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+ note = {Open-source research framework available on GitHub and Hugging Face},
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+ keywords = {Mathematical Tokenization, Symbolic AI, Abstract Syntax Trees, LLMs, NLP, Mathematical Reasoning, Canonicalization},
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+ url = {https://huggingface.co/Surweesh/MathTok}
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  }
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  ```