Update README.md

README.md

@@ -113,15 +113,17 @@ MIT, consistently with the original dataset.
 
 ## Cite
 
-If you use this version of dataset in research, please cite the [original GSM8K paper](https://arxiv.org/abs/2110.14168) and our report as follows:
+If you use this version of dataset in research, please cite the [original GSM8K paper](https://arxiv.org/abs/2110.14168) and [Calc-X collection](https://arxiv.org/abs/2305.15017) as follows:
 
 ```bibtex
-@article{kadlcik2023calcx,
-         title={Calc-X: Enriching Arithmetical Chain-of-Thoughts Datasets by Interaction with Symbolic Systems}, 
-         author={Marek Kadlčík and Michal Štefánik},
-         year={2023},
-         eprint={2305.15017},
-         archivePrefix={arXiv},
-         primaryClass={cs.LG}
+@inproceedings{kadlcik-etal-2023-soft,
+    title = "Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems",
+    author = "Marek Kadlčík and Michal Štefánik and Ondřej Sotolář and Vlastimil Martinek",
+    booktitle = "Proceedings of the The 2023 Conference on Empirical Methods in Natural Language Processing: Main track",
+    month = december,
+    year = "2023",
+    address = "Singapore, Singapore",
+    publisher = "Association for Computational Linguistics",
+    url = "https://arxiv.org/abs/2305.15017",
 }
 ```