| Application of deep belief networks for natural language understanding R Sarikaya, GE Hinton, A Deoras IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (4), 778-784, 2014 | 557 | 2014 |
| Getting started with SUSAS: a speech under simulated and actual stress database. JHL Hansen, SE Bou-Ghazale, R Sarikaya, B Pellom Eurospeech 97 (4), 1743-46, 1997 | 422 | 1997 |
| Convolutional neural network based triangular crf for joint intent detection and slot filling P Xu, R Sarikaya 2013 ieee workshop on automatic speech recognition and understanding, 78-83, 2013 | 400 | 2013 |
| Semantic language modeling and confidence measurement ME Epstein, H Erdogan, Y Gao, MA Picheny, R Sarikaya US Patent 7,475,015, 2009 | 318 | 2009 |
| Dialogue evaluation via multiple hypothesis ranking R Sarikaya, D Boies, PA Crook, JP Robichaud US Patent 10,162,813, 2018 | 261 | 2018 |
| Assignment of semantic labels to a sequence of words using neural network architectures A Deoras, K Yao, X He, L Deng, GG Zweig, R Sarikaya, D Yu, MY Hwang, ... US Patent 10,867,597, 2020 | 229 | 2020 |
| The technology behind personal digital assistants: An overview of the system architecture and key components R Sarikaya IEEE Signal Processing Magazine 34 (1), 67-81, 2017 | 224 | 2017 |
| Communication system P Crook, R Sarikaya US Patent 9,466,297, 2016 | 213 | 2016 |
| Deep belief nets for natural language call-routing R Sarikaya, GE Hinton, B Ramabhadran 2011 IEEE International conference on acoustics, speech and signal …, 2011 | 184 | 2011 |
| Maximum entropy based restoration of Arabic diacritics I Zitouni, J Sorensen, R Sarikaya Proceedings of the 21st International Conference on Computational …, 2006 | 179 | 2006 |
| Model based approach for on-screen item selection and disambiguation R Sarikaya, FA Celikyilmaz, Z Feizollahi, LP Heck, DZ Hakkani-Tur US Patent 9,412,363, 2016 | 159 | 2016 |
| Wavelet packet transform features with application to speaker identification R Sarikaya, BL Pellom, JHL Hansen IEEE Nordic signal processing symposium, 81-84, 1998 | 148 | 1998 |
| Cross-lingual transfer learning for pos tagging without cross-lingual resources JK Kim, YB Kim, R Sarikaya, E Fosler-Lussier Proceedings of the 2017 conference on empirical methods in natural language …, 2017 | 134 | 2017 |
| Entity and attribute resolution in conversational applications T Anastasakos, A Rochette, R Sarikaya US Patent 9,892,208, 2018 | 127 | 2018 |
| Protecting private information in input understanding system OZ Khan, R Sarikaya US Patent 9,934,406, 2018 | 121 | 2018 |
| Easy contextual intent prediction and slot detection A Bhargava, A Celikyilmaz, D Hakkani-Tür, R Sarikaya 2013 ieee international conference on acoustics, speech and signal …, 2013 | 120 | 2013 |
| High resolution speech feature parametrization for monophone-based stressed speech recognition R Sarikaya, JHL Hansen IEEE signal processing letters 7 (7), 182-185, 2000 | 117 | 2000 |
| Contextual domain classification in spoken language understanding systems using recurrent neural network P Xu, R Sarikaya 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 115 | 2014 |
| Delayed binding in response selection during input understanding processing OZ Khan, R Sarikaya US Patent App. 14/797,492, 2017 | 113 | 2017 |
| Managing user interaction for input understanding determinations OZ Khan, R Sarikaya US Patent 10,572,810, 2020 | 112 | 2020 |
Young-Bum KimChief Scientist, NAVER U.HUB INC.Verified email at cs.wisc.edu
