diff --git a/docs/BPE.md b/docs/BPE.md
index 02dca0a..eee3bac 100644
--- a/docs/BPE.md
+++ b/docs/BPE.md
@@ -17,5 +17,6 @@
 - [Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal](https://ojs.aaai.org/index.php/AAAI/article/view/34633)
 - [Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization](https://arxiv.org/pdf/2508.04796)
 - [Code Completion using Neural A‚ention and Byte Pair Encoding](https://arxiv.org/pdf/2004.06343)
+- [Getting the most out of your tokenizer for pre-training and domain adaptation](https://arxiv.org/html/2402.01035v2)