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? Discusses comparison of language models, basic vector models and neural language models ? Introduces basic concepts of word, morphology and semantics ? Explains word embedding and deep learning models including pre-trained models ? Emphasizes on machine learning and deep learning approaches to NLP tasks ? part-of speech tagging, syntactic processing, semantic processing and discourse and dialog systems including the latest ChatGPT architecture ? Illustrates NLP from an application perspective ? machine learning and deep learning approaches to text categorization, machine translation, information extraction, question answering and summarization
Author | T. V. Geetha |
Publisher | Pearson Education |
Language | English |
Binding Type | Paper Back |
Main Category | Engineering |
Sub Category | Electronics & Communication Engineering |
ISBN13 | 9788119896004 |
SKU | BK 0177102 |
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