Pei-Hao Su
TitleCited byYear
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
4162015
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
3602016
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
1272016
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
1012015
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
96*2017
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
912015
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
812016
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
802016
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
592017
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
472017
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
INTERSPEECH, 2015
432015
Policy committee for adaptation in multi-domain spoken dialogue systems
M Gašić, N Mrkšić, P Su, D Vandyke, TH Wen, S Young
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015
332015
Conditional generation and snapshot learning in neural dialogue systems
TH Wen, M Gasic, N Mrksic, LM Rojas-Barahona, PH Su, S Ultes, ...
arXiv preprint arXiv:1606.03352, 2016
292016
Reward shaping with recurrent neural networks for speeding up on-line policy learning in spoken dialogue systems
PH Su, D Vandyke, M Gasic, N Mrksic, TH Wen, S Young
arXiv preprint arXiv:1508.03391, 2015
262015
Dialogue manager domain adaptation using Gaussian process reinforcement learning
M Gašić, N Mrkšić, LM Rojas-Barahona, PH Su, S Ultes, D Vandyke, ...
Computer Speech & Language 45, 552-569, 2017
222017
Sub-domain modelling for dialogue management with hierarchical reinforcement learning
P Budzianowski, S Ultes, PH Su, N Mrkšić, TH Wen, I Casanueva, ...
arXiv preprint arXiv:1706.06210, 2017
222017
Learning domain-independent dialogue policies via ontology parameterisation
Z Wang, TH Wen, PH Su, Y Stylianou
Proceedings of the 16th Annual Meeting of the Special Interest Group on …, 2015
192015
A dialogue game framework with personalized training using reinforcement learning for computer-assisted language learning
P Su, YB Wang, T Yu, L Lee
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
182013
Multi-domain dialogue success classifiers for policy training
D Vandyke, PH Su, M Gasic, N Mrksic, TH Wen, S Young
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015
172015
Exploiting sentence and context representations in deep neural models for spoken language understanding
LMR Barahona, M Gasic, N Mrkšić, PH Su, S Ultes, TH Wen, S Young
arXiv preprint arXiv:1610.04120, 2016
162016
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Articles 1–20