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Dongho Kim
Dongho Kim
Solvo.ai
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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
2192015
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
1942017
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
982013
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
852013
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
842011
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
732015
Point-based value iteration for constrained POMDPs
D Kim, J Lee, KE Kim, P Poupart
IJCAI 11, 1968-1974, 2011
712011
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
532014
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
372015
Machine learning system
A Tukiainen, D Kim, T Nicholson, M Tomczak, JEMDEC FLORES, ...
US Patent App. 16/753,580, 2020
242020
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
212008
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
202010
Inverse reinforcement learning for micro-turn management.
D Kim, C Breslin, P Tsiakoulis, M Gasic, M Henderson, SJ Young
Interspeech, 328-332, 2014
192014
Batch reinforcement learning with hyperparameter gradients
B Lee, J Lee, P Vrancx, D Kim, KE Kim
International Conference on Machine Learning, 5725-5735, 2020
162020
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
162016
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
162014
Distributed multitask reinforcement learning with quadratic convergence
R Tutunov, D Kim, H Bou Ammar
Advances in neural information processing systems 31, 2018
122018
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
92014
Cost-sensitive exploration in Bayesian reinforcement learning
D Kim, KE Kim, P Poupart
Advances in neural information processing systems 25, 2012
92012
Continuous asr for flexible incremental dialogue
C Breslin, M Gašić, M Henderson, D Kim, M Szummer, B Thomson, ...
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
72013
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