Pawel Budzianowski

Ivan Vulic

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Training Neural Response Selection for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Georgios Spithourakis

Tsung-Hsien Wen

Nikola Mrksic

Pei-Hao Su

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model.

[BibT_eX]

[DOI]

Stefan Ultes

Iñigo Casanueva

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Feudal Dialogue Management with Jointly Learned Feature Extractors.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Feudal Reinforcement Learning for Dialogue Management in Large Domains.

[BibT_eX]

[DOI]

Bo-Hsiang Tseng

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation.

[BibT_eX]

[DOI]

Christopher Tegho

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing.

[BibT_eX]

[DOI]

Osman Ramadan

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation.

[BibT_eX]

[DOI]

Christopher Tegho

CoRR, 2017

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management.

[BibT_eX]

[DOI]

Steve J. Young

CoRR, 2017

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

PyDial: A Multi-domain Statistical Dialogue System Toolkit.

[BibT_eX]

[DOI]

Stefan Ultes