Pei-Hao Su
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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
6692015
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
6432016
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
2402016
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
158*2017
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
1542015
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
1442015
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
1332016
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
1302016
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
1112017
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
812017
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
572015
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
552016
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
472015
Sample efficient deep reinforcement learning for dialogue systems with large action spaces
G Weisz, P Budzianowski, PH Su, M Gašić
IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (11 …, 2018
392018
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
382017
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
362015
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
352017
Convert: Efficient and accurate conversational representations from transformers
M Henderson, I Casanueva, N Mrkšić, PH Su, TH Wen, I Vulić
arXiv preprint arXiv:1911.03688, 2019
322019
A benchmarking environment for reinforcement learning based task oriented dialogue management
I Casanueva, P Budzianowski, PH Su, N Mrkšić, TH Wen, S Ultes, ...
arXiv preprint arXiv:1711.11023, 2017
312017
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
282015
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