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@@ -88,13 +88,13 @@ The model is evaluated in [Section 7 and Appendix C.4 of the MAMUT paper](https:
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  **BibTeX:**
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  ```bibtex
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- @misc{drechsel2025mamutnovelframeworkmodifying,
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- title={{MAMUT}: A Novel Framework for Modifying Mathematical Formulas for the Generation of Specialized Datasets for Language Model Training},
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- author={Jonathan Drechsel and Anja Reusch and Steffen Herbold},
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- year={2025},
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- eprint={2502.20855},
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- archivePrefix={arXiv},
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- primaryClass={cs.CL},
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- url={https://arxiv.org/abs/2502.20855},
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  }
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  ```
 
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  **BibTeX:**
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  ```bibtex
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+ @article{
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+ drechsel2025mamut,
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+ title={{MAMUT}: A Novel Framework for Modifying Mathematical Formulas for the Generation of Specialized Datasets for Language Model Training},
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+ author={Jonathan Drechsel and Anja Reusch and Steffen Herbold},
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+ journal={Transactions on Machine Learning Research},
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+ issn={2835-8856},
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+ year={2025},
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+ url={https://openreview.net/forum?id=khODmRpQEx}
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  }
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  ```