| 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 | 224 | 2015 |
| 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 | 207 | 2017 |
| 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 | 101 | 2013 |
| POMDP-based dialogue manager adaptation to extended domains M Gasic, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ... Proceedings of the SIGDIAL 2013 Conference, 214-222, 2013 | 85 | 2013 |
| Closing the gap: Improved bounds on optimal POMDP solutions P Poupart, KE Kim, D Kim Proceedings of the International Conference on Automated Planning and …, 2011 | 82 | 2011 |
| Point-based value iteration for constrained POMDPs D Kim, J Lee, KE Kim, P Poupart IJCAI 11, 1968-1974, 2011 | 78 | 2011 |
| Learning from real users: Rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems PH Su, D Vandyke, M Gasic, D Kim, N Mrksic, TH Wen, S Young arXiv preprint arXiv:1508.03386, 2015 | 71 | 2015 |
| Incremental on-line adaptation of pomdp-based dialogue managers to extended domains M Gašic, D Kim, P Tsiakoulis, C Breslin, M Henderson, M Szummer, ... In Proceedings on InterSpeech, 2014 | 53 | 2014 |
| Distributed dialogue policies for multi-domain statistical dialogue management M Gašić, D Kim, P Tsiakoulis, S Young 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 38 | 2015 |
| Machine learning system A Tukiainen, D Kim, T Nicholson, M Tomczak, JEMDEC FLORES, ... US Patent App. 16/753,580, 2020 | 26 | 2020 |
| Effects of user modeling on POMDP-based dialogue systems D Kim, HS Sim, KE Kim, JH Kim, H Kim, JW Sung 9th Annual Conference of the International Speech Communication Association …, 2008 | 22 | 2008 |
| Batch reinforcement learning with hyperparameter gradients B Lee, J Lee, P Vrancx, D Kim, KE Kim International Conference on Machine Learning, 5725-5735, 2020 | 20 | 2020 |
| Robust performance evaluation of POMDP-based dialogue systems D Kim, JH Kim, KE Kim IEEE Transactions on Audio, Speech, and Language Processing 19 (4), 1029-1040, 2010 | 20 | 2010 |
| Inverse reinforcement learning for micro-turn management. D Kim, C Breslin, P Tsiakoulis, M Gasic, M Henderson, SJ Young Interspeech, 328-332, 2014 | 19 | 2014 |
| Evaluation of statistical pomdp-based dialogue systems in noisy environments S Young, C Breslin, M Gašić, M Henderson, D Kim, M Szummer, ... Situated Dialog in Speech-Based Human-Computer Interaction, 3-14, 2016 | 18 | 2016 |
| Dialogue context sensitive HMM-based speech synthesis P Tsiakoulis, C Breslin, M Gašić, M Henderson, D Kim, M Szummer, ... 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 17 | 2014 |
| Distributed multitask reinforcement learning with quadratic convergence R Tutunov, D Kim, H Bou Ammar Advances in neural information processing systems 31, 2018 | 13 | 2018 |
| The use of discriminative belief tracking in pomdp-based dialogue systems D Kim, M Henderson, M Gašić, P Tsiakoulis, S Young 2014 IEEE Spoken Language Technology Workshop (SLT), 354-359, 2014 | 9 | 2014 |
| Cost-sensitive exploration in Bayesian reinforcement learning D Kim, KE Kim, P Poupart Advances in neural information processing systems 25, 2012 | 9 | 2012 |
| Policy optimization through approximate importance sampling MB Tomczak, D Kim, P Vrancx, KE Kim arXiv preprint arXiv:1910.03857, 2019 | 7 | 2019 |
Steve YoungProfessor of Information EngineeringVerified email at eng.cam.ac.uk
