| Partially observable Markov decision processes for spoken dialog systems JD Williams, S Young Computer Speech & Language 21 (2), 393-422, 2007 | 1152 | 2007 |
| Pomdp-based statistical spoken dialog systems: A review S Young, M Gašić, B Thomson, JD Williams Proceedings of the IEEE 101 (5), 1160-1179, 2013 | 1070 | 2013 |
| Recent advances in deep learning for speech research at Microsoft L Deng, J Li, JT Huang, K Yao, D Yu, F Seide, M Seltzer, G Zweig, X He, ... 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 1065 | 2013 |
| The second dialog state tracking challenge M Henderson, B Thomson, JD Williams Proceedings of the 15th annual meeting of the special interest group on …, 2014 | 720 | 2014 |
| The dialog state tracking challenge series JD Williams, M Henderson, A Raux, B Thomson, A Black, ... AI Magazine 35 (4), 121-124, 2014 | 533 | 2014 |
| Hybrid code networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning JD Williams, K Asadi, G Zweig arXiv preprint arXiv:1702.03274, 2017 | 414 | 2017 |
| The second conversational intelligence challenge (convai2) E Dinan, V Logacheva, V Malykh, A Miller, K Shuster, J Urbanek, D Kiela, ... The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020 | 391 | 2020 |
| System and method for using alternate recognition hypotheses to improve whole-dialog understanding accuracy J Williams US Patent App. 12/325,786, 2010 | 378 | 2010 |
| The dialog state tracking challenge series: A review JD Williams, A Raux, M Henderson Dialogue & Discourse 7 (3), 4-33, 2016 | 296 | 2016 |
| Squares: Supporting interactive performance analysis for multiclass classifiers D Ren, S Amershi, B Lee, J Suh, JD Williams IEEE transactions on visualization and computer graphics 23 (1), 61-70, 2016 | 261 | 2016 |
| System and method for advanced turn-taking for interactive spoken dialog systems JD Williams, E Selfridge US Patent 9,378,738, 2016 | 242 | 2016 |
| User intention based on N-best list of recognition hypotheses for utterances in a dialog J Williams US Patent 9,037,462, 2015 | 201 | 2015 |
| The third dialog state tracking challenge M Henderson, B Thomson, JD Williams 2014 IEEE Spoken Language Technology Workshop (SLT), 324-329, 2014 | 200 | 2014 |
| End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning JD Williams, G Zweig arXiv preprint arXiv:1606.01269, 2016 | 185 | 2016 |
| Factored partially observable Markov decision processes for dialogue management JD Williams, P Poupart, S Young Proc. IJCAI Workshop on Knowledge and Reasoning in Practical Dialogue …, 2005 | 173 | 2005 |
| The fourth dialog state tracking challenge S Kim, LF D’Haro, RE Banchs, JD Williams, M Henderson Dialogues with Social Robots: Enablements, Analyses, and Evaluation, 435-449, 2017 | 149 | 2017 |
| Partially observable Markov decision processes with continuous observations for dialogue management JD Williams, P Poupart, S Young Recent Trends in Discourse and Dialogue, 191-217, 2008 | 145 | 2008 |
| Web-style ranking and SLU combination for dialog state tracking JD Williams Proceedings of the 15th Annual Meeting of the Special Interest Group on …, 2014 | 144 | 2014 |
| Scaling POMDPs for spoken dialog management JD Williams, S Young IEEE Transactions on Audio, Speech, and Language Processing 15 (7), 2116-2129, 2007 | 137 | 2007 |
| The best of both worlds: Unifying conventional dialog systems and POMDPs. JD Williams INTERSPEECH, 1173-1176, 2008 | 121 | 2008 |
Steve YoungProfessor of Information EngineeringVerified email at eng.cam.ac.uk
