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arXiv AI Jul 3 Introduction to Transformers: an NLP Perspective arXiv:2311. 17633v2 Announce Type: replace-cross Abstract: Transformers have dominated empirical machine learning models of natural language processing. By Tong Xiao, Jingbo Zhu