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+# BPE
+
+## Reasearch Material
+
+- [BPE Wikipedia](https://en.wikipedia.org/wiki/Byte-pair_encoding)
+- [BPE Hugging Face](https://huggingface.co/learn/llm-course/chapter6/5)
+- [BPE GeeksForGeeks](https://www.geeksforgeeks.org/nlp/byte-pair-encoding-bpe-in-nlp/)
+- [BPE Medium Chetna Khanna](https://medium.com/data-science/byte-pair-encoding-subword-based-tokenization-algorithm-77828a70bee0)
+- [Stack Overflow "Explain bpe (Byte Pair Encoding) with examples?"](https://stackoverflow.com/questions/50583254/explain-bpe-byte-pair-encoding-with-examples)
+- [Implementing a byte pair encoding(BPE) Tokenizer from scratch](https://sebastianraschka.com/blog/2025/bpe-from-scratch.html)
+- [Thoretical Analysis of Byte-Pair Encoding](https://arxiv.org/pdf/2411.08671)
+- [A Formal Perspective on Byte-Pair Encoding](https://aclanthology.org/2023.findings-acl.38v2.pdf)
+- [Byte Pair Encoding is Suboptimal for Language Model Pretraining](https://arxiv.org/pdf/2004.03720)
+- [Byte pair encoding: a text compression scheme that accelerates pattern matching](https://www.researchgate.net/profile/Takeshi-Shinohara/publication/2310624_Byte_Pair_Encoding_A_Text_Compression_Scheme_That_Accelerates_Pattern_Matching/links/02e7e522f8ea00c318000000/Byte-Pair-Encoding-A-Text-Compression-Scheme-That-Accelerates-Pattern-Matching.pdf)
+- [A Formal Perspective on Byte-Pair Encoding](https://arxiv.org/pdf/2306.16837)
+- [Controlling byte pair encoding for neural machine translation](https://ieeexplore.ieee.org/abstract/document/8300571)
+- [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)
+
+