{"product_id":"multilingual-natural-language-processing-applications","title":"Multilingual Natural Language Processing Applications","description":"\u003ci\u003e\u003cb\u003eMultilingual Natural Language Processing Applications \u003c\/b\u003e\u003c\/i\u003eis the first comprehensive single-source guide to building robust and accurate multilingual NLP systems. Edited by two leading experts, it integrates cutting-edge advances with practical solutions drawn from extensive field experience. \u003cp\u003e \u003c\/p\u003e \u003cp\u003ePart I introduces the core concepts and theoretical foundations of modern multilingual natural language processing, presenting today’s best practices for understanding word and document structure, analyzing syntax, modeling language, recognizing entailment, and detecting redundancy.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003ePart II thoroughly addresses the practical considerations associated with building real-world applications, including information extraction, machine translation, information retrieval\/search, summarization, question answering, distillation, processing pipelines, and more.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eThis book contains important new contributions from leading researchers at IBM, Google, Microsoft, Thomson Reuters, BBN, CMU, University of Edinburgh, University of Washington, University of North Texas, and others.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eCoverage includes\u003c\/p\u003e \u003cp\u003eCore NLP problems, and today’s best algorithms for attacking them\u003c\/p\u003e \u003cul\u003e \u003cli\u003eProcessing the diverse morphologies present in the world’s languages\u003c\/li\u003e\n \u003cli\u003eUncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticality\u003c\/li\u003e\n \u003cli\u003eRecognizing inferences, subjectivity, and opinion polarity\u003c\/li\u003e\n \u003cli\u003eManaging key algorithmic and design tradeoffs in real-world applications \u003c\/li\u003e\n \u003cli\u003eExtracting information via mention detection, coreference resolution, and events\u003c\/li\u003e\n \u003cli\u003eBuilding large-scale systems for machine translation, information retrieval, and summarization\u003c\/li\u003e\n \u003cli\u003eAnswering complex questions through distillation and other advanced techniques\u003c\/li\u003e\n \u003cli\u003eCreating dialog systems that leverage advances in speech recognition, synthesis, and dialog management\u003c\/li\u003e\n \u003cli\u003eConstructing common infrastructure for multiple multilingual text processing applications \u003c\/li\u003e\n \u003c\/ul\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eThis book will be invaluable for all engineers, software developers, researchers, and graduate students who want to process large quantities of text in multiple languages, in any environment: government, corporate, or academic.\u003c\/p\u003e","brand":"Pearson Education","offers":[{"title":"Default Title","offer_id":46286668169454,"sku":"9780137047819","price":112.14,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/multilingual-natural-language-processing-applications","provider":"Book Land AU","version":"1.0","type":"link"}