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Ebook "Natural language processing with PyTorch: Build intelligent language applications using deep learning" aims to bring newcomers to natural language processing (NLP) and deep learning to a tasting table covering important topics in both areas. Both of these subject areas are growing exponentially. As it introduces both deep learning and NLP with an emphasis on implementation, this book occupies an important middle ground.
210 p actvn 29/11/2023 22 0
Từ khóa: Natural language processing with PyTorch, Build intelligent language applications, Deep learning, The supervised learning paradigm, TF-IDF representation, Computational graphs, Computational linguistics, Neural network models
Ebook Speech and Language Processing: An introduction to natural language processing - Part 1
Part 1 of book "Speech and Language Processing: An introduction to natural language processing" provide with knowledge about: regular expressions and automata; words and transducers; N-grams; word classes and part-of-speech tagging; hidden markov and maximum entropy models; phonetics; speech synthesis; automatic speech recognition; speech recognition: advanced topics;...
509 p actvn 22/07/2022 36 0
Từ khóa: Speech and Language Processing, Introduction to natural language processing, Computational linguistics, Part-of-speech tagging, Maximum entropy models, Automatic speech recognition
Ebook Speech and Language Processing: An introduction to natural language processing - Part 2
Part 2 of book "Speech and Language Processing: An introduction to natural language processing" provide with knowledge about: statistical parsing; language and complexity; features and unification; representing meaning; computational semantics; lexical semantics; computational lexical semantics; computational discourse; information extraction; question answering and summarization; dialogue and conversational agents;...
535 p actvn 22/07/2022 35 0
Từ khóa: Speech and Language Processing, Introduction to natural language processing, Computational linguistics, Statistical parsing, Computational lexical semantics, Computational semantics
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