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@@ -126,15 +126,17 @@ MIT, consistently with the original dataset.
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  ## Cite
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- If you use this version of the dataset in research, please cite the [original Ape210k paper](https://arxiv.org/abs/2009.11506) and also [our technical report](https://arxiv.org/abs/2305.15017) as follows:
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  ```bibtex
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- @article{kadlcik2023calcx,
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- title={Calc-X: Enriching Arithmetical Chain-of-Thoughts Datasets by Interaction with Symbolic Systems},
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- author={Marek Kadlčík and Michal Štefánik},
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- year={2023},
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- eprint={2305.15017},
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- archivePrefix={arXiv},
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- primaryClass={cs.LG}
 
 
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  }
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  ```
 
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  ## Cite
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+ If you use this version of the dataset in research, please cite the [original Ape210k paper](https://arxiv.org/abs/2009.11506) and [Calc-X collection](https://arxiv.org/abs/2305.15017) as follows:
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  ```bibtex
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+ @inproceedings{kadlcik-etal-2023-soft,
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+ title = "Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems",
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+ author = "Marek Kadlčík and Michal Štefánik and Ondřej Sotolář and Vlastimil Martinek",
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+ booktitle = "Proceedings of the The 2023 Conference on Empirical Methods in Natural Language Processing: Main track",
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+ month = december,
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+ year = "2023",
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+ address = "Singapore, Singapore",
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+ publisher = "Association for Computational Linguistics",
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+ url = "https://arxiv.org/abs/2305.15017",
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  }
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  ```