{"product_id":"deep-learning-for-natural-language-processing-9781617295447","title":"Deep Learning for Natural Language Processing","description":"\u003cb\u003eExplore the most challenging issues of natural language processing, and learn how to solve them with cutting-edge deep learning!\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eInside \u003ci\u003eDeep Learning for Natural Language Processing\u003c\/i\u003e you'll find a wealth of NLP insights, including: \u003cp\u003e\u003c\/p\u003e An overview of NLP and deep learning\u003cbr\u003e One-hot text representations\u003cbr\u003e Word embeddings\u003cbr\u003e Models for textual similarity\u003cbr\u003e Sequential NLP\u003cbr\u003e Semantic role labeling\u003cbr\u003e Deep memory-based NLP\u003cbr\u003e Linguistic structure\u003cbr\u003e Hyperparameters for deep NLP \u003cp\u003e\u003c\/p\u003e Deep learning has advanced natural language processing to exciting new levels and powerful new applications! For the first time, computer systems can achieve \"human\" levels of summarizing, making connections, and other tasks that require comprehension and context. \u003ci\u003eDeep Learning for Natural Language Processing\u003c\/i\u003e reveals the groundbreaking techniques that make these innovations possible. Stephan Raaijmakers distills his extensive knowledge into useful best practices, real-world applications, and the inner workings of top NLP algorithms. \u003cp\u003e\u003c\/p\u003e Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e About the technology\u003cbr\u003e Deep learning has transformed the field of natural language processing. Neural networks recognize not just words and phrases, but also patterns. Models infer meaning from context, and determine emotional tone. Powerful deep learning-based NLP models open up a goldmine of potential uses. \u003cp\u003e\u003c\/p\u003e About the book\u003cbr\u003e \u003ci\u003eDeep Learning for Natural Language Processing\u003c\/i\u003e teaches you how to create advanced NLP applications using Python and the Keras deep learning library. You'll learn to use state-of the-art tools and techniques including BERT and XLNET, multitask learning, and deep memory-based NLP. Fascinating examples give you hands-on experience with a variety of real world NLP applications. Plus, the detailed code discussions show you exactly how to adapt each example to your own uses! \u003cp\u003e\u003c\/p\u003e What's inside \u003cp\u003e\u003c\/p\u003e Improve question answering with sequential NLP\u003cbr\u003e Boost performance with linguistic multitask learning\u003cbr\u003e Accurately interpret linguistic structure\u003cbr\u003e Master multiple word embedding techniques \u003cp\u003e\u003c\/p\u003eAbout the reader\u003cbr\u003e For readers with intermediate Python skills and a general knowledge of NLP. No experience with deep learning is required. \u003cp\u003e\u003c\/p\u003e About the author\u003cbr\u003e \u003cb\u003eStephan Raaijmakers\u003c\/b\u003e is professor of Communicative AI at Leiden University and a senior scientist at The Netherlands Organization for Applied Scientific Research (TNO). \u003cp\u003e\u003c\/p\u003eTable of Contents\u003cbr\u003e PART 1 INTRODUCTION\u003cbr\u003e 1 Deep learning for NLP\u003cbr\u003e 2 Deep learning and language: The basics\u003cbr\u003e 3 Text embeddings\u003cbr\u003e PART 2 DEEP NLP\u003cbr\u003e 4 Textual similarity\u003cbr\u003e 5 Sequential NLP\u003cbr\u003e 6 Episodic memory for NLP\u003cbr\u003e PART 3 ADVANCED TOPICS\u003cbr\u003e 7 Attention\u003cbr\u003e 8 Multitask learning\u003cbr\u003e 9 Transformers\u003cbr\u003e 10 Applications of Transformers: Hands-on with BERT\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eStephan Raaijmakers\u003c\/b\u003e is a senior scientist at TNO and holds a PhD in machine learning and text analytics. He's the technical coordinator of two large European Union-funded research security-related projects. He's currently anticipating an endowed professorship in deep learning and NLP at a major Dutch university.\u003c\/p\u003e \u003cbr\u003e\u003cbr\u003e","brand":"Manning Publications","offers":[{"title":"Default Title","offer_id":50360599052562,"sku":"9781617295447","price":55.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_ccfc6e64-bfdd-4836-a4db-df98f38e15b5.jpg?v=1728364295","url":"https:\/\/surprise-castle.myshopify.com\/products\/deep-learning-for-natural-language-processing-9781617295447","provider":"Surprise Castle","version":"1.0","type":"link"}