| 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 | 669 | 2015 |
| 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 | 667 | 2013 |
| 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 | 643 | 2016 |
| 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 | 472 | 2010 |
| Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling P Budzianowski, TH Wen, BH Tseng, I Casanueva, S Ultes, O Ramadan, ... arXiv preprint arXiv:1810.00278, 2018 | 309 | 2018 |
| 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 | 240 | 2016 |
| 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 | 154 | 2015 |
| 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 | 144 | 2015 |
| Semantic specialization of distributional word vector spaces using monolingual and cross-lingual constraints N Mrkšić, I Vulić, DÓ Séaghdha, I Leviant, R Reichart, M Gašić, ... Transactions of the association for Computational Linguistics 5, 309-324, 2017 | 140 | 2017 |
| Phrase-based statistical language generation using graphical models and active learning F Mairesse, M Gasic, F Jurcicek, S Keizer, B Thomson, K Yu, S Young Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010 | 140 | 2010 |
| 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 | 133 | 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 | 130 | 2016 |
| 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 | 112* | 2014 |
| Pydial: A multi-domain statistical dialogue system toolkit S Ultes, LMR Barahona, PH Su, D Vandyke, D Kim, I Casanueva, ... Proceedings of ACL 2017, System Demonstrations, 73-78, 2017 | 111 | 2017 |
| 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 | 99 | 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 | 98 | 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 | 91 | 2012 |
| 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 | 91 | 2009 |
| Gaussian processes for fast policy optimisation of POMDP-based dialogue managers M Gasic, F Jurcicek, S Keizer, F Mairesse, B Thomson, K Yu, S Young Proceedings of the SIGDIAL 2010 Conference, 201-204, 2010 | 87 | 2010 |
| Sample-efficient actor-critic reinforcement learning with supervised data for dialogue management PH Su, P Budzianowski, S Ultes, M Gasic, S Young arXiv preprint arXiv:1707.00130, 2017 | 81 | 2017 |
Steve YoungProfessor of Information EngineeringVerified email at eng.cam.ac.uk
