Update arXiv link to live preprint (2510.21958)

README.md

@@ -19,7 +19,7 @@ pretty_name: Mark Twain Corpus
 
 ## Dataset Description
 
-This dataset contains works of **Mark Twain** (1835-1910), preprocessed for computational stylometry research. The texts were sourced from [Project Gutenberg](https://www.gutenberg.org/) and cleaned for use in the paper ["A Stylometric Application of Large Language Models"](https://github.com/ContextLab/llm-stylometry) (Stropkay et al., 2025).
+This dataset contains works of **Mark Twain** (1835-1910), preprocessed for computational stylometry research. The texts were sourced from [Project Gutenberg](https://www.gutenberg.org/) and cleaned for use in the paper ["A Stylometric Application of Large Language Models"](https://arxiv.org/abs/2510.21958) (Stropkay et al., 2025).
 
 The corpus includes **6 books** by Mark Twain, including Adventures of Huckleberry Finn, The Adventures of Tom Sawyer, and The Innocents Abroad. All text has been converted to **lowercase** and cleaned of Project Gutenberg headers, footers, and chapter headings to focus on the author's prose style.
 
@@ -226,7 +226,7 @@ If you use this dataset in your research, please cite:
 @article{StroEtal25,
   title={A Stylometric Application of Large Language Models},
   author={Stropkay, Harrison F. and Chen, Jiayi and Jabelli, Mohammad J. L. and Rockmore, Daniel N. and Manning, Jeremy R.},
-  journal={arXiv preprint arXiv:XXXX.XXXXX},
+  journal={arXiv preprint arXiv:2510.21958},
   year={2025}
 }
 ```