Update README.md

README.md

@@ -8,6 +8,20 @@ tags:
 license: mit
 language:
 - en
+
+
+bibtex:
+  - "@misc{pihulski2025llmsqlupgradingwikisqlllm,
+      title={LLMSQL: Upgrading WikiSQL for the LLM Era of Text-to-SQL}, 
+      author={Dzmitry Pihulski and Karol Charchut and Viktoria Novogrodskaia and Jan Kocoń},
+      year={2025},
+      eprint={2510.02350},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2510.02350}, 
+}"
+
+
 ---
 
 # LLMSQL Benchmark