GloVe swMATH ID: 26211 Software Authors: Jeffrey Pennington, Richard Socher, Christopher D. Manning Description: GloVe: Global Vectors for Word Representation. GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Training is performed on aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space. Homepage: https://nlp.stanford.edu/projects/glove/ Source Code: https://github.com/stanfordnlp/GloVe Related Software: word2vec; BERT; Adam; Tensor2Tensor; XLNet; TensorFlow; GitHub; RoBERTa; Scikit; ImageNet; Python; PyTorch; SBERT; node2vec; t-SNE; BLEU; WordNet; AlexNet; GLUE; SQuAD Cited in: 86 Publications all top 5 Cited by 275 Authors 3 Aggarwal, Charu C. 3 Prade, Henri M. 3 Richard, Gilles 2 Lim, Suryani 2 Miller, Bruce R. 2 Sun, Le 2 Tang, Jialong 2 Youssef, Abdou S. 1 Adedoyin-Olowe, Mariam 1 Afantenos, Stergos 1 Agostini, Alejandro 1 Akata, Zeynep 1 Alacaoglu, Ahmet 1 Ammar, Haitham Bou 1 Analoui, Morteza 1 Athey, Susan 1 Atkinson, Katie 1 Aumüller, Martin 1 Avetisyan, Karen L. 1 Ayanzadeh, Ramin 1 Baldwin, Timothy 1 Bashar, Md Abul 1 Bassu, Devasis 1 Bench-Capon, Trevor J. M. 1 Bengio, Yoshua 1 Berk Wheelock, Lauren 1 Bhattacharyya, Chiranjib 1 Bhogal, Jagdev 1 Bien, Jacob 1 Blei, David M. 1 Bollegala, Danushka 1 Bonneel, Nicolas 1 Bravo, Cristián 1 Caglayan, Ozan 1 Camacho-Collados, José 1 Cevher, Volkan 1 Chalaguine, Lisa 1 Chandar, Sarath 1 Che, Chao 1 Chen, Honghui 1 Chen, Jianbo 1 Chen, Liangchen 1 Chen, Yiwen 1 Cho, Kyunghyun 1 Christiani, Tobias 1 Coeurjolly, David 1 Cong, Zhenghai 1 Cowen-Rivers, Alexander I. 1 Cruz, Meenalosini Vimal 1 Cuturi, Marco 1 Dai, Ben 1 d’Alché-Buc, Florence 1 De Matos, David Martins 1 Djerrab, Moussab 1 Do, Pham Minh Thu 1 Dong, Yihe 1 Draelos, Rachel Lea 1 Dutta, Anjan 1 Er, Mengjoo 1 Esuli, Andrea 1 Fan, Yangyang 1 Fauth, Michael 1 Feng, Chong 1 Fercoq, Olivier 1 Forsyth, Peter A. 1 Francis, Jonathan 1 Frasconi, Paolo 1 Fu, Guohong 1 Furbach, Ulrich 1 Gaber, Mohamed Medhat 1 Gallé, Matthias 1 Galstyan, Aram 1 Gao, Shu 1 Gao, Zhan 1 Garcia, Alexandre 1 Ge, Yubin 1 Gemulla, Rainer 1 Gfrerer, Helmut 1 Ghatak, Abhijit 1 Ghukasyan, Tsolak 1 Goel, Rishab 1 Griffiths, Ryan-Rhys 1 Grosnit, Antoine 1 Gülçehre, Çağlar 1 Guo, Jichang 1 Guo, Yupu 1 Han, Xianpei 1 Haralampieva, Veneta 1 He, Haibo 1 He, Jun 1 Heitz, Matthieu 1 Hettiarachchi, Hansi 1 Hoiles, William 1 Hsieh, Cho-Jui 1 Hunter, Anthony 1 Inui, Kentaro 1 Jäger, Manfred 1 Jain, Kshitij 1 Jain, Tarun 1 Ji, Bin ...and 175 more Authors all top 5 Cited in 36 Serials 8 The Journal of Artificial Intelligence Research (JAIR) 7 Artificial Intelligence 5 Machine Learning 5 Journal of Machine Learning Research (JMLR) 3 Information Sciences 3 European Journal of Operational Research 3 Data Mining and Knowledge Discovery 2 Computing 2 Neural Computation 2 International Journal of Computer Vision 2 INFORMS Journal on Computing 2 Mathematical Biosciences and Engineering 2 Journal of the Operations Research Society of China 1 ACM Transactions on Database Systems 1 Journal of the American Statistical Association 1 Journal of Econometrics 1 Programming and Computer Software 1 Theoretical Computer Science 1 International Journal of Approximate Reasoning 1 AI Communications 1 Annals of Mathematics and Artificial Intelligence 1 Mathematical Problems in Engineering 1 Journal of Combinatorial Optimization 1 Journal of Discrete Mathematical Sciences & Cryptography 1 ASTIN Bulletin 1 Journal of Discrete Algorithms 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 SIAM Journal on Imaging Sciences 1 Algorithms 1 Mathematical Programming Computation 1 Forum of Mathematics, Sigma 1 Computer Science Review 1 Journal of Mathematical Modeling 1 Information Geometry 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 16 Fields 69 Computer science (68-XX) 14 Statistics (62-XX) 10 Operations research, mathematical programming (90-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Biology and other natural sciences (92-XX) 3 Numerical analysis (65-XX) 2 Mathematical logic and foundations (03-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Probability theory and stochastic processes (60-XX) 2 Information and communication theory, circuits (94-XX) 1 Category theory; homological algebra (18-XX) 1 Measure and integration (28-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Differential geometry (53-XX) 1 Mechanics of deformable solids (74-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year