| Word representations: a simple and general method for semi-supervised learning J Turian, L Ratinov, Y Bengio Proceedings of the 48th annual meeting of the association for computational …, 2010 | 2997 | 2010 |
| Theano: a CPU and GPU math expression compiler J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ... Proceedings of the Python for scientific computing conference (SciPy) 4 (3), 1-7, 2010 | 2024 | 2010 |
| Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016 | 927 | 2016 |
| Theano: A CPU and GPU Math Compiler in Python. J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ... SciPy, 18-24, 2010 | 861 | 2010 |
| Evaluation of machine translation and its evaluation J Turian, L Shen, ID Melamed Proceedings of Machine Translation Summit IX: Papers, 2003 | 405 | 2003 |
| Experience grounds language Y Bisk, A Holtzman, J Thomason, J Andreas, Y Bengio, J Chai, M Lapata, ... arXiv preprint arXiv:2004.10151, 2020 | 387 | 2020 |
| Precision and recall of machine translation ID Melamed, R Green, J Turian Companion volume of the proceedings of HLT-NAACL 2003-short papers, 61-63, 2003 | 335 | 2003 |
| Theano: A Python framework for fast computation of mathematical expressions TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ... arXiv preprint arXiv:1605.02688, 2016 | 215 | 2016 |
| Hear: Holistic evaluation of audio representations J Turian, J Shier, HR Khan, B Raj, BW Schuller, CJ Steinmetz, C Malloy, ... NeurIPS 2021 Competitions and Demonstrations Track, 125-145, 2022 | 102 | 2022 |
| Accurate dependency parsing with a stacked multilayer perceptron G Attardi, F Dell’Orletta, M Simi, J Turian Proceedings of EVALITA 9, 1-8, 2009 | 98 | 2009 |
| Quadratic features and deep architectures for chunking J Turian, J Bergstra, Y Bengio Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009 | 93 | 2009 |
| Theano: A Python framework for fast computation of mathematical expressions. arXiv R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv preprint arXiv:1605.02688 10, 2016 | 51 | 2016 |
| A preliminary evaluation of word representations for named-entity recognition J Turian, L Ratinov, Y Bengio, D Roth NIPS Workshop on Grammar Induction, Representation of Language and Language …, 2009 | 50 | 2009 |
| Scalable discriminative learning for natural language parsing and translation J Turian, B Wellington, I Melamed Advances in Neural Information Processing Systems 19, 2006 | 38 | 2006 |
| I'm sorry for your loss: Spectrally-based audio distances are bad at pitch J Turian, M Henry arXiv preprint arXiv:2012.04572, 2020 | 34 | 2020 |
| Tractable multivariate binary density estimation and the restricted Boltzmann forest H Larochelle, Y Bengio, J Turian Neural computation 22 (9), 2285-2307, 2010 | 34 | 2010 |
| Advances in discriminative parsing J Turian, ID Melamed Proceedings of the 21st International Conference on Computational …, 2006 | 33 | 2006 |
| One billion audio sounds from GPU-enabled modular synthesis J Turian, J Shier, G Tzanetakis, K McNally, M Henry 2021 24th International Conference on Digital Audio Effects (DAFx), 222-229, 2021 | 28 | 2021 |
| Scalable purely-discriminative training for word and tree transducers B Wellington, J Turian, C Pike, D Melamed Proceedings of the 7th Conference of the Association for Machine Translation …, 2006 | 16 | 2006 |
| Constituent parsing by classification J Turian, ID Melamed Proceedings of the Ninth International Workshop on Parsing Technology, 141-151, 2005 | 10 | 2005 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
