000			01666nam a22002177a 4500
020			_a9789357462389
041			_aENG
082			_a006.35 _bBHA
100			_aBhattacharyya, Pushpak.
245			_aNatural language processing / _cPushpak Bhattacharyya, Aditya Joshi.
250			_a1st ed.
260			_aNew Delhi: _bWiley, _c2023.
300			_a xx, 400 pages : _bIllustrations ; _c24 cm.
504			_aIncludes Index.
505			_aChapter 1 Introduction Chapter 2 Representation and NLP Chapter 3 Shallow Parsing Chapter 4 Deep Parsing Chapter 5 Named Entity Recognition Chapter 6 Natural Language Inference Chapter 7 Machine Translation Chapter 8 Sentiment Analysis Chapter 9 Question Answering Chapter 10 Conversational AI Chapter 11 Summarization Chapter 12 NLP of Incongruous Text Chapter 13 Large Language Models Chapter 14 Shared Tasks and Benchmarks Chapter 15 NLP Dissemination Index
520			_aStriking a balance between foundational insights and applications, the book introduces three generations of NLP—rule-based, statistical, and neural—and approaches in these generations to NLP tasks such as shallow and deep parsing, machine translation, sentiment analysis, summarization, question-answering, and many more. In addition, chapters on large language models, shared tasks, and research dissemination serve as a solid foundation for readers to start their NLP journey. Significant focus has been given to NLP-based solutions which are increasingly finding applications in several domains.
650			_a Artificial intelligence
650			_aNatural language processing
700			_aJoshi, Aditya.
942			_2ddc _cBK
999			_c23741 _d23741