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Author

Pei-Hao Su

Observed names: Pei-hao Su, Su, Pei-Hao
ORCID: 0000-0002-6606-6016
Observed ORCID: 0000-0002-6606-6016
OpenAlex ID: A5040922365
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
2015 · Tsung-Hsien Wen, Milica Gasic, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 876
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A Network-based End-to-End Trainable Task-oriented Dialogue System
2017 · Tsung-Hsien Wen, David Vandyke, et al. · 806
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Counter-fitting Word Vectors to Linguistic Constraints
2016 · Nikola Mrkšić, Diarmuid Ó Séaghdha, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 356
ConveRT: Efficient and Accurate Conversational Representations from Transformers
2020 · Matthew Henderson, Iñigo Casanueva, et al. · 179
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Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
2016 · Tsung-Hsien Wen, Milica Gašić, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 168
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Multi-domain dialog state tracking using recurrent neural networks
2015 · Diarmuid O ́ Séaghdha, Blaise Thomson, et al. · 161
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
2015 · Tsung-Hsien Wen, Milica Gasic, et al. · Annual Meeting of the Special Interest Group on Discourse and Dialogue · 152
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A Network-based End-to-End Trainable Task-oriented Dialogue System
2016 · Wen, Tsung-Hsien, Vandyke, David, et al. · arXiv (Cornell University) · 146
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PyDial: A Multi-domain Statistical Dialogue System Toolkit
2017 · Stefan Ultes, Lina M. Rojas Barahona, et al. · 142
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On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
2016 · Pei-Hao Su, Milica Gasic, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 140
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Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
2017 · Pei-Hao Su, Paweł Budzianowski, et al. · Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL) · 127
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Continuously Learning Neural Dialogue Management
2016 · Su, Pei-Hao, Gasic, Milica, et al. · arXiv (Cornell University) · 91
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A Repository of Conversational Datasets
2019 · Matthew Henderson, Paweł Budzianowski, et al. · 88
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Training Neural Response Selection for Task-Oriented Dialogue Systems
2019 · Matthew Henderson, Ivan Vulić, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 87
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Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces
2018 · Gellert Weisz, Pawel Budzianowski, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 80
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Conditional Generation and Snapshot Learning in Neural Dialogue Systems
2016 · Tsung-Hsien Wen, Milica Gasic, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 66
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Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems
2015 · Pei-Hao Su, David Vandyke, et al. · Interspeech (USB) · 63
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Feudal Reinforcement Learning for Dialogue Management in Large Domains
2018 · Iñigo Casanueva, Paweł Budzianowski, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 54
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Training Neural Response Selection for Task-Oriented Dialogue Systems
2019 · Henderson, Matthew, Vulić, Ivan, et al. · arXiv (Cornell University) · 52
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A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
2017 · Casanueva, Iñigo, Budzianowski, Paweł, et al. · arXiv (Cornell University) · 50
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Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
2017 · Paweł Budzianowski, Stefan Ultes, et al. · Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL) · 50
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Multi-domain Dialog State Tracking using Recurrent Neural Networks
2015 · Nikola Mrkšić, Diarmuid Ó Séaghdha, et al. · 50
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Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems
2015 · Pei-Hao Su, David Vandyke, et al. · Annual Meeting of the Special Interest Group on Discourse and Dialogue · 42
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Dialogue manager domain adaptation using Gaussian process reinforcement learning
2016 · Milica Gašić, Nikola Mrkšić, et al. · Computer Speech & Language · 33
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ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
2021 · Ivan Vulić, Pei-Hao Su, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 30
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Works count: 54
Citation count: 4,378
H-index: 26
I10-index: 38
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