word2vec swMATH ID: 14978 Software Authors: Tomas Mikolov et. al. Description: This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research. The word2vec tool takes a text corpus as input and produces the word vectors as output. It first constructs a vocabulary from the training text data and then learns vector representation of words. The resulting word vector file can be used as features in many natural language processing and machine learning applications. .. Homepage: https://code.google.com/archive/p/word2vec/ Related Software: GloVe; node2vec; DeepWalk; BERT; ImageNet; Adam; Scikit; t-SNE; Tensor2Tensor; AlexNet; TensorFlow; WordNet; GraRep; GitHub; darch; Python; PyTorch; Keras; UMAP; PRMLT Cited in: 228 Publications all top 5 Cited by 720 Authors 5 Sadrzadeh, Mehrnoosh 4 Prade, Henri M. 3 Gong, Maoguo 3 Lavrač, Nada 3 Richard, Gilles 3 Škrlj, Blaž 3 Song, Yangqiu 3 Waegeman, Willem 3 Wijnholds, Gijs Jasper 3 Xie, Yu 2 Aggarwal, Charu C. 2 Camacho-Collados, José 2 Chen, Wenliang 2 Dembczyński, Krzysztof 2 Gibou, Frédéric 2 Hsu, Daniel 2 Hullermeier, Eyke 2 Kreĭnes, Elena M. 2 Kreines, M. G. 2 Larios-Cárdenas, Luis Ángel 2 Lee, Gee Y. 2 Li, Ming 2 Li, Qiudan 2 Li, Zhenghua 2 Liberti, Leo 2 Lim, Suryani 2 Liu, Ruibo 2 Maiti, Tapabrata 2 Manski, Scott 2 Navigli, Roberto 2 Pilehvar, Mohammad Taher 2 Shimodaira, Hidetoshi 2 Tang, Zedong 2 Vosoughi, Soroush 2 Zeng, Daniel Dajun 2 Zhang, Kunpeng 2 Zhu, Xingquan 1 Abdedou, Azzedine 1 Adedoyin-Olowe, Mariam 1 Afantenos, Stergos 1 Agerri, Rodrigo 1 Agostini, Alejandro 1 Agozzino, Terencio 1 Agrawal, Devanshu 1 Ahmad, Subutai 1 Ahmed, Nesreen K. 1 Airola, Antti 1 Akata, Zeynep 1 Akhmetzyanov, Aydar 1 Alahmadi, Abdulrahman 1 Alahmadi, Ahmed H. 1 Allauzen, Alexandre 1 Allouah, Youssef 1 Althar, Raghavendra Rao 1 Amancio, Diego R. 1 Amini, Massih-Reza 1 Antonyrajah, Denvar 1 Arora, Viplove 1 Arronte Alvarez, Aitor 1 Aryal, Sunil 1 Ataeva, O. M. 1 Athey, Susan 1 Atkinson, Katie 1 Aumüller, Martin 1 Ayanzadeh, Ramin 1 Baba, Kensuke 1 Babbar, Rohit 1 Baechler, Gilles 1 Baldwin, Timothy 1 Bao, Han 1 Barbot, Nelly 1 Barter, Rebecca L. 1 Bashar, Md Abul 1 Bassu, Devasis 1 Beise, Hans-Peter 1 Bellet, Aurélien 1 Bench-Capon, Trevor J. M. 1 Bendella, Meryem 1 Bengio, Yoshua 1 Benigni, Matthew 1 Bhogal, Jagdev 1 Bhowmik, Debanjan 1 Bing, Xin 1 Biswas, Bhaskar 1 Blei, David M. 1 Blier-Wong, Christopher 1 Blumberg, Stefano B. 1 Böhm, Christian 1 Bollegala, Danushka 1 Borchert, Philipp 1 Bunea, Florentina 1 Burashnikova, Aleksandra 1 Camburu, Oana-Maria 1 Cao, Jiezhang 1 Carley, Kathleen M. 1 Ceci, Michelangelo 1 Chang, Haw-Shiuan 1 Charikar, Moses S. 1 Chattaraj, Pratim Kumar 1 Chazal, Frédéric ...and 620 more Authors all top 5 Cited in 73 Serials 19 Machine Learning 17 Artificial Intelligence 17 Information Sciences 16 Data Mining and Knowledge Discovery 14 Journal of Machine Learning Research (JMLR) 7 The Journal of Artificial Intelligence Research (JAIR) 7 Mathematical Biosciences and Engineering 5 Neural Computation 5 INFORMS Journal on Computing 4 Physica A 4 Computing 4 Neural Networks 3 Journal of Computational Physics 3 International Journal of Computer Vision 3 Annals of Mathematics and Artificial Intelligence 3 Lobachevskii Journal of Mathematics 2 Physics Reports 2 International Journal of Approximate Reasoning 2 AI Communications 2 European Journal of Operational Research 2 Cybernetics and Systems Analysis 2 Journal of Logic, Language and Information 2 Journal of Combinatorial Optimization 2 Matematicheskoe Modelirovanie 2 ASTIN Bulletin 2 Quantum Information Processing 2 Electronic Journal of Statistics 2 Algorithms 2 Journal of Computational and Graphical Statistics 2 Computer Science Review 1 Computer Methods in Applied Mechanics and Engineering 1 Discrete Applied Mathematics 1 Information Processing Letters 1 Journal of Mathematical Biology 1 Mathematical Biosciences 1 Psychometrika 1 The Annals of Statistics 1 Journal of Econometrics 1 Journal of Mathematical Psychology 1 The Journal of Mathematical Sociology 1 Mathematics of Operations Research 1 Quarterly of Applied Mathematics 1 Theoretical Computer Science 1 Acta Automatica Sinica 1 SIAM Journal on Matrix Analysis and Applications 1 Economics Letters 1 Computational Mathematics and Mathematical Physics 1 SIAM Review 1 Applied Mathematics. Series B (English Edition) 1 Applied and Computational Harmonic Analysis 1 ETNA. Electronic Transactions on Numerical Analysis 1 Top 1 Mathematical Problems in Engineering 1 Soft Computing 1 Journal of Discrete Mathematical Sciences & Cryptography 1 Optimization and Engineering 1 Quantitative Finance 1 Sādhanā 1 SIAM Journal on Applied Dynamical Systems 1 Statistical Applications in Genetics and Molecular Biology 1 Journal of Discrete Algorithms 1 Asia-Pacific Financial Markets 1 Journal of Statistical Mechanics: Theory and Experiment 1 The Annals of Applied Statistics 1 Foundations and Trends in Computer Graphics and Vision 1 European Actuarial Journal 1 Izvestiya Saratovskogo Universiteta. Novaya Seriya. Seriya Matematika, Mekhanika, Informatika 1 Forum of Mathematics, Sigma 1 Journal of the Operations Research Society of China 1 Annales de l’Institut Henri Poincaré D. Combinatorics, Physics and their Interactions (AIHPD) 1 Journal of Mathematical Modeling 1 Undergraduate Topics in Computer Science 1 Information Geometry all top 5 Cited in 26 Fields 178 Computer science (68-XX) 49 Statistics (62-XX) 26 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 16 Biology and other natural sciences (92-XX) 15 Combinatorics (05-XX) 15 Operations research, mathematical programming (90-XX) 8 Numerical analysis (65-XX) 7 Probability theory and stochastic processes (60-XX) 5 Statistical mechanics, structure of matter (82-XX) 5 Information and communication theory, circuits (94-XX) 4 Mathematical logic and foundations (03-XX) 3 General and overarching topics; collections (00-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Geometry (51-XX) 3 Quantum theory (81-XX) 2 Category theory; homological algebra (18-XX) 2 Mechanics of deformable solids (74-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Differential geometry (53-XX) 1 Fluid mechanics (76-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year