NiuTrans/NLPBook
A comprehensive book on neural networks and large language models in NLP
This book provides a comprehensive understanding of neural networks and large language models (LLMs) in Natural Language Processing. It takes foundational machine learning concepts and applies them to advanced topics like Transformers and generative models. This resource is for researchers, students, and practitioners looking to deepen their knowledge in NLP and AI.
586 stars.
Use this if you need a detailed, theoretical, and practical guide to building and understanding modern NLP systems, from basic neural networks to cutting-edge large language models.
Not ideal if you are looking for a simple, non-technical overview of AI or a tool to immediately implement NLP solutions without understanding the underlying principles.
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Dec 01, 2025
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