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100			_aGeeta T. _9215779
245			_aUnderstanding Natural Language Programming _bMachine Learning Deep Learning Perspectives
260			_bPearson _c2024 _aChennai
300			_a372pp
500			_aExtracting information from raw text · Named entity recognition · Automating summarization of key facts · Topic labeling For beginners to NLP with basic Python skills.
520			_aT V Geetha is a retired senior professor of Computer Science and Engineering with over 40 years of teaching experience in the areas of artificial intelligence, natural language processing, machine learning, deep learning and information retrieval. She has been instrumental in the formulation and updating of NLP syllabus in many universities. In addition, the Department of Information technology, Government of India requested her group to offer a specialized programme - M.E. CSE (with Specialization in Knowledge Engineering and Computational Linguistics (NLP)). The highlights included the framing of regulations. Syllabus and curriculum with state-of–the-art topics in Knowledge Engineering and NLP including Statistical NLP, Indian Language Processing, Applications of NLP, etc. Her research interests include semantic, personalized and deep web search, semi-supervised learning for Indian language processing, application of Indian philosophy to knowledge representation and reasoning, machine learning for adaptive learning and application of machine learning and deep learning to biological literature mining and drug discovery. Her focused research in NLP included morphological processing, named entity recognition, relation extraction, summarization, semantic processing, lyric mining, natural language-based search which resulted in an innovative semi-supervised methodology for NLP specially for Indian language processing. She has co-authored a book titled “Machine Learning- Concepts, Techniques and Applications”. She is a recipient of the Young Women Scientist Award from the government of Tamilnadu and Women of Excellence Award from the Rotaract Club of Chennai. For her pioneering work in NLP she was awarded the BSR Faculty Fellowship for Superannuated Faculty from the University Grants Commission, Government of India for 2020-2023. Currently she is the Distinguished Research Professor, at Sri Sivasubramanian Nadar College, Chennai and Curriculum Advisor at Rajalakshmi Engineering College, Chennai.
650	0	1	_aApproaches to Natural Language Processing _9215816
650	0	2	_aText Classification _9215817
650	0	3	_aLanguage Modelling _9215818
650	0	4	_aWords, Morphology and Semantics _9215819
650	0	5	_aRepresentation of Text – Basic Vector Models _9215820
942			_cBK _2ddc
999			_c369341 _d369341