Titlebook: Knowledge-augmented Methods for Natural Language Processing; Meng Jiang,Bill Yuchen Lin,Chenguang Zhu Book 2024 The Editor(s) (if applicab

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Knowledge Sources,), etc. However, the availability, quality, and suitability of different types of knowledge sources vary depending on the domain, language, and task requirements. This chapter provides a comprehensive overview of the main types of knowledge sources used in NLP, such as statistical models, knowledge

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Book 2024tatistical learning of input text patterns alone. In this book, we will review recent developmentsin the field of natural language processing, specifically focusing on the role of knowledge in language representation. We will examine how pre-trained language models like GPT-4 and ChatGPT are limited

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