WordPiece

Overview of Subword Tokenization Methods in Neural NLP

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Latest Achievements Subword Tokenization Overview of Subword Tokenization Methods This article provides an overview of the Subword Tokenization methods in neural natural language processing techniques. It first explains the out-of-vocabulary (OOV) problem caused by closed vocabulary in neural network-based natural language processing methods and introduces three common solutions: Byte-Pair Encoding (BPE), WordPiece, and Unigram. Before … Read more

Understanding WordPiece in BERT

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Understanding WordPiece in BERT

Follow the public account “ML_NLP“ Set as “Starred“, heavy content delivered to you first! From | cnblogs Address | https://www.cnblogs.com/huangyc/p/10223075.html Author | hyc339408769 Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article is for academic sharing only. If there is an infringement, please contact us to delete the article. Complete machine … Read more