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Finite-State Methods and Natural Language ProcessingThis volume of Lecture Notes in Artiï¬Âcial Intelligence is a collection of revised versions of the papers and lectures presented at the 8th International Workshop on…
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Natural Language Processing with PythonThis is a book about Natural Language Processing. By “natural language” we mean a language that is used for everyday communication by humans; languages such as English,…
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Natural Language Processing and Text MiningThe topic this book addresses originated from a panel discussion at the 2004 ACM SIGKDD (Special Interest Group on Knowledge Discovery and Data Mining) Conference held in…
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Knowledge Representation and the Semantics of Natural LanguageNatural Language is not only the most important means of communication between human beings, it is also used over historical periods for the preservation of cultural achi…
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Finite-State Methods and Natural Language ProcessingThese proceedings contain the revised versions of the papers presented at the 5th International Workshop of Finite-State Methods and Natural Language Processing, FSMNLP 2…
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A Computational Model of Natural Language CommunicationThis book evolved in the context of the laboratory of Computational Linguistics of the University Erlangen–Nürnberg (CLUE). I am grateful to the members of my team (in…
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Two-Step Approaches to Natural Language FormalismsSince the book combines techniques from many areas of linguistics, (theoretical) computational linguistics, (theoretical) computer science and mathematics, it may require…
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Natural Language Processing : The Lexical Basis of Sentence ProcessingThis volume derives from the special conference session entitled “The Lexical Basis of Sentence Processing: Formal and Computational Issues,” held in conjunction with th…
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Natural Language Processing for Online ApplicationsThere is no single text on the market that covers the emerging technologies of document retrieval, information extraction, and text categorization in a coherent fashion.…
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Natural Language Processing : Exploring Time, Tense and Aspect in Natural Language Database InterfacesFor at least four decades, a very signiï¬Âcant amount of work in artiï¬Âcial intelligence and computational linguistics has been devoted to natural language interac…
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Speech and Language ProcessingThis is an exciting time to be working in speech and language processing. Historically distinct ï¬Âelds (natural language processing, speech recognition, computational…
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Transformers for Natural Language Processing Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and moreTransformers are a game-changer for Natural Language Understanding (NLU), a subset of Natural Language Processing (NLP), which has become one of the pillars of artificial…
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Modeling With NLPMy passion for modeling began nearly twenty-five years ago when I first met John Grinder and Richard Bandler. They had just finished the first volume of their groundbreak…
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Getting Started with Google BERT Build and train state-of-the-art natural language processing models using BERTThe transformer is one of the most popular state-of-the-art deep learning architectures that is mostly used for natural language processing (NLP) tasks. Ever since the ad…
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ADVANCED NATURAL LANGUAGE PROCESSING WITH TENSORFLOW 2 Build Real-world Effective Nlp... Applications Using Ner, Rnns, Seq2seq Models, TranThis book is focused on cutting-edge applications in the fields of NLP, language generation, and dialog systems. It covers the concepts of pre-processing text using techn…