| Ask me anything: Dynamic memory networks for natural language processing A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ... International conference on machine learning, 1378-1387, 2016 | 1074 | 2016 |
| Opinion mining with deep recurrent neural networks O Irsoy, C Cardie Proceedings of the 2014 conference on empirical methods in natural language …, 2014 | 379 | 2014 |
| Deep recursive neural networks for compositionality in language O Irsoy, C Cardie Advances in neural information processing systems 27, 2096-2104, 2014 | 294 | 2014 |
| Learning acoustic frame labeling for speech recognition with recurrent neural networks H Sak, A Senior, K Rao, O Irsoy, A Graves, F Beaufays, J Schalkwyk 2015 IEEE international conference on acoustics, speech and signal …, 2015 | 175 | 2015 |
| Soft decision trees O Irsoy, OT Yıldız, E Alpaydın Proceedings of the 21st International Conference on Pattern Recognition …, 2012 | 68 | 2012 |
| Dynamic Memory Network R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus US Patent App. 15/170,884, 2016 | 37 | 2016 |
| Bidirectional recursive neural networks for token-level labeling with structure O Irsoy, C Cardie arXiv preprint arXiv:1312.0493, 2013 | 31 | 2013 |
| Unsupervised feature extraction with autoencoder trees O Irsoy, E Alpaydın Neurocomputing 258, 63-73, 2017 | 30 | 2017 |
| Dynamic Memory Network R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus US Patent App. 15/221,532, 2017 | 30 | 2017 |
| Modeling compositionality with multiplicative recurrent neural networks O Irsoy, C Cardie arXiv preprint arXiv:1412.6577, 2014 | 30 | 2014 |
| Design and analysis of classifier learning experiments in bioinformatics: survey and case studies O Irsoy, OT Yıldız, E Alpaydın IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (6 …, 2012 | 30 | 2012 |
| Autoencoder trees O Irsoy, E Alpaydin Asian conference on machine learning, 378-390, 2016 | 20 | 2016 |
| Physics-inspired neural networks for efficient device compact modeling M Li, O İrsoy, C Cardie, HG Xing IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 2 …, 2016 | 15 | 2016 |
| Collective entity disambiguation with structured gradient tree boosting Y Yang, O Irsoy, KS Rahman arXiv preprint arXiv:1802.10229, 2018 | 13 | 2018 |
| Budding trees O Irsoy, OT Yildiz, E Alpaydin 2014 22nd International Conference on Pattern Recognition, 3582-3587, 2014 | 13 | 2014 |
| Bagging soft decision trees OT Yıldız, O İrsoy, E Alpaydın Machine learning for health informatics, 25-36, 2016 | 9 | 2016 |
| Continuously constructive deep neural networks O Irsoy, E Alpaydın IEEE transactions on neural networks and learning systems 31 (4), 1124-1133, 2019 | 6 | 2019 |
| Deep sequential and structural neural models of compositionality O Irsoy | 5 | 2017 |
| Dropout regularization in hierarchical mixture of experts O Irsoy, E Alpaydın Neurocomputing 419, 148-156, 2021 | 3 | 2021 |
| Distributed decision trees O Irsoy, E Alpaydın arXiv preprint arXiv:1412.6388, 2014 | 2 | 2014 |
Claire CardieProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
