BLEU swMATH ID: 36205 Software Authors: Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu Description: BLEU (bilingual evaluation understudy) - BLEU: a Method for Automatic Evaluation of Machine Translation. Human evaluations of machine translation are extensive but expensive. Human evaluations can take months to finish and involve human labor that can not be reused. We propose a method of automatic ma- chine translation evaluation that is quick, inexpensive, and language-independent, that correlates highly with human evalu- ation, and that has little marginal cost per run. We present this method as an automated understudy to skilled human judges which substitutes for them when there is need for quick or frequent evaluations. Homepage: https://www.aclweb.org/anthology/P02-1040.pdf Source Code: https://github.com/prodo56/bleu Related Software: SRILM; BERT; Moses; Rouge; Tensor2Tensor; Europarl; WordNet; ImageNet; Adam; GloVe; XLNet; RoBERTa; word2vec; GitHub; Penn Treebank; SQuAD; CIDEr; SBERT; GNMT; Flickr30K Cited in: 29 Publications all top 5 Cited by 112 Authors 2 Casacuberta, Francisco 1 Aakur, Sathyanarayanan N. 1 Aghahadi, Zeinab 1 Auli, Michael 1 Baines, Mandeep 1 Baldwin, Timothy 1 Belgodere, Brian 1 Bhosale, Shruti 1 Birch, Tom 1 Caglayan, Ozan 1 Celebi, Onur 1 Chang, Yi 1 Chaudhary, Vishrav 1 Chen, Datong 1 Ching, Shinung 1 Costa-Jussà, Marta R. 1 Cruz, Meenalosini Vimal 1 Dai, Ben 1 Dias Moreira de Souza, Fillipe 1 Dognin, Pierre 1 Edunov, Sergey 1 El-Kishky, Ahmed 1 Fan, Angela 1 Farrús, Mireia 1 Francis, Jonathan 1 Fu, Guohong 1 Gan, Zhe 1 Gao, Jianfeng 1 Gatt, Albert 1 Gligorić, Miloš V. 1 Goyal, Naman 1 Goyal, Siddharth 1 Haralampieva, Veneta 1 Huang, Feicheng 1 Joulin, Armand 1 Kitamura, Nariaki 1 Kool, Wouter 1 Kostin, Andrey Viktorovich 1 Koto, Fajri 1 Labelle, Felix 1 Lai, Shaopeng 1 Lau, Jey Han 1 Li, Junyi Jessy 1 Li, Linjie 1 Li, Zhenghua 1 Li, Zhixin 1 Liptchinsky, Vitaliy 1 Liu, Sensen 1 Liu, Zicheng 1 Lu, Xiaopeng 1 Ma, Huifang 1 Ma, Zhiyi 1 Martínez-Gómez, Pascual 1 Melnyk, Igor 1 Mroueh, Youssef 1 Namburu, Anupama 1 Navarro, Ingrid 1 Nguyen, Van- Duc 1 Nie, Pengyu 1 Oh, Jean 1 Osher, Stanley Joel 1 P., Mangalraj 1 Padhi, Inkit 1 Palmskog, Karl 1 Pontelli, Enrico 1 R., Nandha Kumar 1 Rigotti, Mattia 1 Ross, Jarret 1 S., Sudhakar Ilango 1 Sanchis-Trilles, Germán 1 Sarkar, Sudeep 1 Schiff, Yair 1 Schwenk, Holger 1 Sethuraman, Sibi Chakkaravarthy 1 Shen, Xiaotong 1 Skachkov, N. A. 1 Smirnov, Vitaliĭ V. 1 Son, Tran Cao 1 Song, Linfeng 1 Specia, Lucia 1 Su, Jinsong 1 Szeliski, Richard 1 Talebpour, Alireza 1 Tripathy, Jatin Karthik 1 van Deemter, Kees 1 van Hoof, Herke 1 Vidal, Enrique 1 Vijayakumar, Vaidehi 1 Vorontsov, K. V. 1 Vrublevskyi, V. 1 Wang, Ante 1 Wang, Bao 1 Wang, Lijuan 1 Wang, Sheng 1 Wei, Haiyang 1 Welling, Max 1 Wenzek, Guillaume 1 Wong, Wing Hung 1 Xia, Hedi 1 Xin, Chunlei ...and 12 more Authors all top 5 Cited in 18 Serials 5 The Journal of Artificial Intelligence Research (JAIR) 2 Artificial Intelligence 2 Machine Learning 2 Pattern Recognition 2 Journal of Machine Learning Research (JMLR) 1 ACM Computing Surveys 1 Journal of the American Statistical Association 1 Quarterly of Applied Mathematics 1 Neural Computation 1 Automation and Remote Control 1 Cybernetics and Systems Analysis 1 Journal of Logic, Language and Information 1 Journal of Computer and Systems Sciences International 1 Journal of Applied Non-Classical Logics 1 Foundations and Trends in Computer Graphics and Vision 1 Computer Science Review 1 Research in the Mathematical Sciences 1 Texts in Computer Science all top 5 Cited in 6 Fields 27 Computer science (68-XX) 3 Biology and other natural sciences (92-XX) 2 Statistics (62-XX) 1 Mathematical logic and foundations (03-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year