Shypd.aiThe largest open index of AI toolsNLPBook is an open-source research and education tool that provides a comprehensive book on neural networks and large language models in NLP. It covers foundations of machine learning, neural networks, and various NLP models.
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NLPBook is a comprehensive open-source resource focused on neural networks and large language models within the field of Natural Language Processing. Authored by Tong Xiao and Jingbo Zhu, this book is designed for anyone interested in NLP and deep learning. It integrates content from previously published articles with significant new material, covering foundational concepts in machine learning and neural networks, basic NLP models like word vectors, recurrent and convolutional sequence models, and transformers. The book also delves into advanced topics such as pre-training, generative models, prompting, alignment, and inference for large language models. All chapters are available in PDF format, and the book has been translated into multiple languages using LLMs.
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