Update README.md

README.md

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 ## Dataset Creation
 For Table-arXiv, we provide the code to generate de dataset (input images and GT annotations) from .tex source code in [Repo](https://gitlab.inria.fr/msoric/table-transformer). We did not include the dataset used because of the license:  
 [arXiv.org - Non-exclusive license to distribute](https://arxiv.org/licenses/assumed-1991-2003/license.html).
+
+## Citation
+@misc{soric2025benchmarkingtableextractionheterogeneous,
+      title={Benchmarking Table Extraction from Heterogeneous Scientific Extraction Documents}, 
+      author={Marijan Soric and Cécile Gracianne and Ioana Manolescu and Pierre Senellart},
+      year={2025},
+      eprint={2511.16134},
+      archivePrefix={arXiv},
+      primaryClass={cs.DB},
+      url={https://arxiv.org/abs/2511.16134}, 
+}