NLTK swMATH ID: 626 Software Authors: Bird, Steven; Klein, Ewan; Loper, Edward Description: This book offers an introduction to Natural Language Processing (NLP). Natural language means a language that is used for everyday communication by humans. The reader will learn how to write Python programs that work with large collections of unstructured text. A comprehensive range of linguistic data structures is presented as well as algorithms for analyzing the content and structure of written communication. NLP is experiencing rapid growth, and technologies based on NLP are becoming increasingly widespread, for example phones support predictive text and even handwriting recognition. The book contains hundreds of working examples and graded exercises, based on the Python programming language and the Natural Language Toolkit (NLTK), and it gives the reader a working knowledge of NLP Homepage: http://nltk.org/ Programming Languages: python Keywords: Natural Language Processing; NLP Related Software: Python; Scikit; BERT; WordNet; StanfordCoreNLP; spaCy; Adam; PyTorch; RoBERTa; Transformers; Penn Treebank; Tensor2Tensor; XLNet; word2vec; NumPy; WEKA; GloVe; TensorFlow; TextRank; SciPy Cited in: 34 Documents all top 5 Cited by 113 Authors 2 Bird, Steven 1 Alsinet, Teresa 1 Arbabifard, Kamyar 1 Argelich, Josep 1 Bach, Francis R. 1 Béjar, Ramón 1 Bensch, Suna 1 Budrionis, Andrius 1 Bustince Sola, Humberto 1 Cesarini, Mirko 1 Chacoma, Andrés 1 Chandar, Sarath 1 Chen, Cathy Yi-Hsuan 1 Chomutare, Taridzo 1 da Cruz Asmus, Tiago 1 Dalianis, Hercules 1 Dhillon, Paramveer S. 1 Dimuro, Graçaliz Pereira 1 Ding, Wentao 1 Dupuy, Christophe 1 Fengler, Matthias R. 1 Fernández Fernández, Francisco Javier 1 Fernández, César C. 1 Fischer, Thomas Georg Bert 1 Foster, Dean P. 1 Fumanal-Idocin, Javier 1 Gagliardi Cozman, Fabio 1 Gibson, Graham C. 1 Glazkova, A. V. 1 Godtliebsen, Fred 1 Gubanov, Dmitry A. 1 Gudivada, Venkat N. 1 Gutmann, Michael U. 1 Hammer, Henry 1 Härdle, Wolfgang Karl 1 Hellström, Thomas 1 Herrmann, Leon 1 Hoffer, Michael 1 Horanská, Ľubomíra 1 Hu, Junpeng 1 Hyvärinen, Aapo 1 Jabs, Robert 1 Kaya, Oguz 1 Khapra, Mitesh M. 1 Klein, Ewan 1 Kollmannsberger, Stefan 1 Krasanakis, Emmanouil 1 Krauss, Christopher 1 Krenz, Astrid 1 Lai, Catherine 1 Laporte, Éric 1 Larochelle, Hugo 1 Lavrač, Nada 1 Lemke, Babett 1 Li, Jingfei 1 Li, Xiang 1 Liberti, Leo 1 Liu, Yanchu 1 Loper, Edward 1 López, Freddy Omar 1 Lovaglio, Pietro Giorgio 1 Makarenko, Andreĭ Viktorovich 1 Martinc, Matej 1 Martinez, Angel R. 1 Martinez, Wendy L. 1 Mateu, Carles 1 McAndrew, Thomas C. 1 Mercorio, Fabio 1 Mezzanzanica, Mario 1 Mindlin, Gabriel Bernardo 1 Morozov, D. A. 1 Munhoz, Hugo Neri 1 Nägel, Arne 1 Ngo, Phuong D. 1 Niu, Yi-Shuai 1 Noda, Nanako 1 Novikov, Dmitriĭ Aleksandrovich 1 Ostovar, Ahmad 1 Pardo Pintos, Alejandro 1 Planes, Jordi 1 Pollak, Senja 1 Ravindran, Balaraman 1 Reich, Nicholas G. 1 Säfken, Benjamin 1 Salvi, Elisa 1 Sasaki, Hiroaki 1 Schnaubelt, Matthias 1 Shalom, Diego E. 1 Shouno, Hayaru 1 Škrlj, Blaž 1 Solka, Jeffrey L. 1 Song, Dawei 1 Stone, Christopher A. 1 Symeonidis, Andreas L. 1 Tagliazucchi, Enzo 1 Takáč, Zdenko 1 Tayefi, Maryam 1 Thielmann, Anton 1 Trevisan, Marcos 1 Uçar, Bora ...and 13 more Authors all top 5 Cited in 25 Serials 3 Wiley Interdisciplinary Reviews. WIREs Computational Statistics 2 International Journal of Approximate Reasoning 2 Journal of Economic Dynamics & Control 2 Machine Learning 2 Journal of Machine Learning Research (JMLR) 1 Acta Informatica 1 Physica A 1 Chaos, Solitons and Fractals 1 Fuzzy Sets and Systems 1 Theoretical Computer Science 1 Revista Colombiana de Estadística 1 Computational Mechanics 1 Neural Computation 1 Automation and Remote Control 1 Archives of Control Sciences 1 Journal of Logic, Language and Information 1 SIAM Journal on Scientific Computing 1 Top 1 Computing and Visualization in Science 1 Journal of Applied Statistics 1 Lobachevskii Journal of Mathematics 1 Optimization Letters 1 Statistical Analysis and Data Mining 1 Statistics Surveys 1 Journal of Logical and Algebraic Methods in Programming all top 5 Cited in 16 Fields 23 Computer science (68-XX) 14 Statistics (62-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Numerical analysis (65-XX) 2 Operations research, mathematical programming (90-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) 1 Geometry (51-XX) 1 Probability theory and stochastic processes (60-XX) 1 Mechanics of deformable solids (74-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Citations by Year