| 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 | 397 | 2013 |
| The hidden information state model: A practical framework for POMDP-based spoken dialogue management S Young, M Gašić, S Keizer, F Mairesse, J Schatzmann, B Thomson, K Yu Computer Speech & Language 24 (2), 150-174, 2010 | 397 | 2010 |
| Semantically conditioned lstm-based natural language generation for spoken dialogue systems TH Wen, M Gasic, N Mrksic, PH Su, D Vandyke, S Young arXiv preprint arXiv:1508.01745, 2015 | 337 | 2015 |
| A network-based end-to-end trainable task-oriented dialogue system TH Wen, D Vandyke, N Mrksic, M Gasic, LM Rojas-Barahona, PH Su, ... arXiv preprint arXiv:1604.04562, 2016 | 257 | 2016 |
| Counter-fitting word vectors to linguistic constraints N Mrkšić, DO Séaghdha, B Thomson, M Gašić, L Rojas-Barahona, PH Su, ... arXiv preprint arXiv:1603.00892, 2016 | 99 | 2016 |
| Phrase-based statistical language generation using graphical models and active learning F Mairesse, M Gašić, F Jurčíček, S Keizer, B Thomson, K Yu, S Young Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010 | 94 | 2010 |
| Stochastic language generation in dialogue using recurrent neural networks with convolutional sentence reranking TH Wen, M Gasic, D Kim, N Mrksic, PH Su, D Vandyke, S Young arXiv preprint arXiv:1508.01755, 2015 | 92 | 2015 |
| Real user evaluation of spoken dialogue systems using Amazon Mechanical Turk F Jurčíček, S Keizer, M Gašić, F Mairesse, B Thomson, K Yu, S Young Twelfth Annual Conference of the International Speech Communication Association, 2011 | 84 | 2011 |
| Spoken language understanding from unaligned data using discriminative classification models F Mairesse, M Gasic, F Jurcicek, S Keizer, B Thomson, K Yu, S Young Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE …, 2009 | 78 | 2009 |
| Gaussian processes for fast policy optimisation of POMDP-based dialogue managers M Gašić, F Jurčíček, S Keizer, F Mairesse, B Thomson, K Yu, S Young Proceedings of the 11th Annual Meeting of the Special Interest Group on …, 2010 | 76 | 2010 |
| Gaussian processes for pomdp-based dialogue manager optimization M Gasic, S Young Audio, Speech, and Language Processing, IEEE/ACM Transactions on 22 (1), 28-40, 2014 | 72* | 2014 |
| Multi-domain dialog state tracking using recurrent neural networks N Mrkšić, DO Séaghdha, B Thomson, M Gašić, PH Su, D Vandyke, ... arXiv preprint arXiv:1506.07190, 2015 | 71 | 2015 |
| Multi-domain neural network language generation for spoken dialogue systems TH Wen, M Gasic, N Mrksic, LM Rojas-Barahona, PH Su, D Vandyke, ... arXiv preprint arXiv:1603.01232, 2016 | 65 | 2016 |
| On-line active reward learning for policy optimisation in spoken dialogue systems PH Su, M Gasic, N Mrksic, L Rojas-Barahona, S Ultes, D Vandyke, ... arXiv preprint arXiv:1605.07669, 2016 | 64 | 2016 |
| Discriminative spoken language understanding using word confusion networks M Henderson, M Gašić, B Thomson, P Tsiakoulis, K Yu, S Young 2012 IEEE Spoken Language Technology Workshop (SLT), 176-181, 2012 | 61 | 2012 |
| On-line policy optimisation of bayesian spoken dialogue systems via human interaction M Gašić, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ... 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 59 | 2013 |
| On-line policy optimisation of spoken dialogue systems via live interaction with human subjects M Gasic, F Jurcicek, B Thomson, K Yu, S Young Automatic Speech Recognition and Understanding (ASRU), 2011 IEEE Workshop on …, 2011 | 57 | 2011 |
| Continuously learning neural dialogue management PH Su, M Gasic, N Mrksic, L Rojas-Barahona, S Ultes, D Vandyke, ... arXiv preprint arXiv:1606.02689, 2016 | 56 | 2016 |
| POMDP-based dialogue manager adaptation to extended domains M Gašic, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ... | 56 | 2013 |
| Training and evaluation of the HIS POMDP dialogue system in noise M Gašić, S Keizer, F Mairesse, J Schatzmann, B Thomson, K Yu, S Young Proceedings of the 9th SIGDIAL Workshop on Discourse and Dialogue, 112-119, 2008 | 47 | 2008 |
Steve YoungProfessor of Information EngineeringVerified email at eng.cam.ac.uk