Update README.md

README.md

@@ -35,3 +35,18 @@ Misspellings were programmatically generated using common spelling error pattern
 
 - Keyboard proximity errors: e.g., grerb → gerb.
 
+
+## Citation
+
+```bibtex
+@dataset{etheridge2025spellcorrection,
+  author       = {Torin Etheridge},
+  title        = {Spell-Correction Dataset: Misspelled to Corrected Word Pairs},
+  year         = {2025},
+  publisher    = {Hugging Face},
+  journal      = {Hugging Face Datasets},
+  url          = {https://huggingface.co/datasets/torinriley/spell-correction},
+  note         = {A dataset for training and evaluating character-level spelling correction models.}
+}
+
+```