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Natural Language Processing by Pushpak Bhattacharyya, Aditya Joshi

Natural Language Processing

by Pushpak Bhattacharyya, Aditya Joshi
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Book cover type: Paperback
  • ISBN13: 9789357462389
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 420
  • Original Price: INR 950.0
  • Language: English
  • Edition: N/A
  • Item Weight: 500 grams
  • BISAC Subject(s): N/A

Striking 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. ·Representation and NLP ·Shallow Parsing ·Deep Parsing ·Named Entity Recognition ·Natural Language Inference ·Machine Translation ·Sentiment Analysis ·Question Answering ·Conversational AI ·Summarization ·NLP of Incongruous Text ·Large Language Models ·Shared Tasks and Benchmarks ·NLP Dissemination

Prof. Pushpak Bhattacharyya has done extensive research in Natural Language Processing and Machine Learning. Some of his noteworthy contributions are IndoWordnet, Cognitive NLP, Low Resource MT, NLP of Rare Language Phenomena, and Knowledge Graph-Deep Learning Synergy in Information Extraction and Question Answering.. Prof. Bhattacharyya has been a visiting researcher at MIT and a visiting faculty at Stanford. Dr. Aditya Joshi is a lecturer in the School of Computer Science and Engineering at the University of New South Wales (UNSW) in Sydney, Australia, since July 2023. He obtained his PhD from IIT Bombay and Monash University in 2018, and was a postdoc at CSIRO and a data scientist at SEEK. His professional experience spans startups, research and industry in Australia and India—collectively enabling a unique perspective into NLP.

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