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BibTeX records: Milica Gasic
@inproceedings{DBLP:conf/acl/HeckLRVFGLNG23, author = {Michael Heck and Nurul Lubis and Benjamin Matthias Ruppik and Renato Vukovic and Shutong Feng and Christian Geishauser and Hsien{-}Chin Lin and Carel van Niekerk and Milica Gasic}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {ChatGPT for Zero-shot Dialogue State Tracking: {A} Solution or an Opportunity?}, booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {936--950}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.acl-short.81}, doi = {10.18653/V1/2023.ACL-SHORT.81}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/HeckLRVFGLNG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/0007GLNP0FHLWZG23, author = {Qi Zhu and Christian Geishauser and Hsien{-}Chin Lin and Carel van Niekerk and Baolin Peng and Zheng Zhang and Shutong Feng and Michael Heck and Nurul Lubis and Dazhen Wan and Xiaochen Zhu and Jianfeng Gao and Milica Gasic and Minlie Huang}, editor = {Yansong Feng and Els Lefever}, title = {ConvLab-3: {A} Flexible Dialogue System Toolkit Based on a Unified Data Format}, booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2023 - System Demonstrations, Singapore, December 6-10, 2023}, pages = {106--123}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.emnlp-demo.9}, doi = {10.18653/V1/2023.EMNLP-DEMO.9}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/0007GLNP0FHLWZG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/FengLRGHLNVG23, author = {Shutong Feng and Nurul Lubis and Benjamin Matthias Ruppik and Christian Geishauser and Michael Heck and Hsien{-}Chin Lin and Carel van Niekerk and Renato Vukovic and Milica Gasic}, editor = {David Schlangen and Svetlana Stoyanchev and Shafiq Joty and Ondrej Dusek and Casey Kennington and Malihe Alikhani}, title = {From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue}, booktitle = {Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, {SIGDIAL} 2023, Prague, Czechia, September 11 - 15, 2023}, pages = {85--103}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.sigdial-1.8}, doi = {10.18653/V1/2023.SIGDIAL-1.8}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/FengLRGHLNVG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/LinFGLNHRVG23, author = {Hsien{-}Chin Lin and Shutong Feng and Christian Geishauser and Nurul Lubis and Carel van Niekerk and Michael Heck and Benjamin Matthias Ruppik and Renato Vukovic and Milica Gasic}, editor = {Hsin{-}Hsi Chen and Wei{-}Jou (Edward) Duh and Hen{-}Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {EmoUS: Simulating User Emotions in Task-Oriented Dialogues}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, pages = {2526--2531}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3539618.3592092}, doi = {10.1145/3539618.3592092}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/LinFGLNHRVG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-01386, author = {Michael Heck and Nurul Lubis and Benjamin Matthias Ruppik and Renato Vukovic and Shutong Feng and Christian Geishauser and Hsien{-}Chin Lin and Carel van Niekerk and Milica Gasic}, title = {ChatGPT for Zero-shot Dialogue State Tracking: {A} Solution or an Opportunity?}, journal = {CoRR}, volume = {abs/2306.01386}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.01386}, doi = {10.48550/ARXIV.2306.01386}, eprinttype = {arXiv}, eprint = {2306.01386}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-01386.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-01579, author = {Hsien{-}Chin Lin and Shutong Feng and Christian Geishauser and Nurul Lubis and Carel van Niekerk and Michael Heck and Benjamin Matthias Ruppik and Renato Vukovic and Milica Gasic}, title = {EmoUS: Simulating User Emotions in Task-Oriented Dialogues}, journal = {CoRR}, volume = {abs/2306.01579}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.01579}, doi = {10.48550/ARXIV.2306.01579}, eprinttype = {arXiv}, eprint = {2306.01579}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-01579.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-12648, author = {Shutong Feng and Nurul Lubis and Benjamin Matthias Ruppik and Christian Geishauser and Michael Heck and Hsien{-}Chin Lin and Carel van Niekerk and Renato Vukovic and Milica Gasic}, title = {From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue}, journal = {CoRR}, volume = {abs/2308.12648}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.12648}, doi = {10.48550/ARXIV.2308.12648}, eprinttype = {arXiv}, eprint = {2308.12648}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-12648.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-12881, author = {Shutong Feng and Guangzhi Sun and Nurul Lubis and Chao Zhang and Milica Gasic}, title = {Affect Recognition in Conversations Using Large Language Models}, journal = {CoRR}, volume = {abs/2309.12881}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.12881}, doi = {10.48550/ARXIV.2309.12881}, eprinttype = {arXiv}, eprint = {2309.12881}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-12881.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-08944, author = {Carel van Niekerk and Christian Geishauser and Michael Heck and Shutong Feng and Hsien{-}Chin Lin and Nurul Lubis and Benjamin Matthias Ruppik and Renato Vukovic and Milica Gasic}, title = {{CAMELL:} Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation}, journal = {CoRR}, volume = {abs/2310.08944}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.08944}, doi = {10.48550/ARXIV.2310.08944}, eprinttype = {arXiv}, eprint = {2310.08944}, timestamp = {Wed, 25 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-08944.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-07418, author = {Guangzhi Sun and Shutong Feng and Dongcheng Jiang and Chao Zhang and Milica Gasic and Philip C. Woodland}, title = {Speech-based Slot Filling using Large Language Models}, journal = {CoRR}, volume = {abs/2311.07418}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.07418}, doi = {10.48550/ARXIV.2311.07418}, eprinttype = {arXiv}, eprint = {2311.07418}, timestamp = {Wed, 15 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-07418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tacl/HeckLNFGLG22, author = {Michael Heck and Nurul Lubis and Carel van Niekerk and Shutong Feng and Christian Geishauser and Hsien{-}Chin Lin and Milica Gasic}, title = {Robust Dialogue State Tracking with Weak Supervision and Sparse Data}, journal = {Trans. Assoc. Comput. Linguistics}, volume = {10}, pages = {1175--1192}, year = {2022}, url = {https://transacl.org/ojs/index.php/tacl/article/view/3887}, timestamp = {Tue, 24 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tacl/HeckLNFGLG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/GeishauserNLLHF22, author = {Christian Geishauser and Carel van Niekerk and Hsien{-}Chin Lin and Nurul Lubis and Michael Heck and Shutong Feng and Milica Gasic}, editor = {Nicoletta Calzolari and Chu{-}Ren Huang and Hansaem Kim and James Pustejovsky and Leo Wanner and Key{-}Sun Choi and Pum{-}Mo Ryu and Hsin{-}Hsi Chen and Lucia Donatelli and Heng Ji and Sadao Kurohashi and Patrizia Paggio and Nianwen Xue and Seokhwan Kim and Younggyun Hahm and Zhong He and Tony Kyungil Lee and Enrico Santus and Francis Bond and Seung{-}Hoon Na}, title = {Dynamic Dialogue Policy for Continual Reinforcement Learning}, booktitle = {Proceedings of the 29th International Conference on Computational Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17, 2022}, pages = {266--284}, publisher = {International Committee on Computational Linguistics}, year = {2022}, url = {https://aclanthology.org/2022.coling-1.21}, timestamp = {Thu, 13 Oct 2022 17:29:38 +0200}, biburl = {https://dblp.org/rec/conf/coling/GeishauserNLLHF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lrec/FengLGLHNG22, author = {Shutong Feng and Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Michael Heck and Carel van Niekerk and Milica Gasic}, editor = {Nicoletta Calzolari and Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and Philippe Blache and Khalid Choukri and Christopher Cieri and Thierry Declerck and Sara Goggi and Hitoshi Isahara and Bente Maegaard and Joseph Mariani and H{\'{e}}l{\`{e}}ne Mazo and Jan Odijk and Stelios Piperidis}, title = {EmoWOZ: {A} Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems}, booktitle = {Proceedings of the Thirteenth Language Resources and Evaluation Conference, {LREC} 2022, Marseille, France, 20-25 June 2022}, pages = {4096--4113}, publisher = {European Language Resources Association}, year = {2022}, url = {https://aclanthology.org/2022.lrec-1.436}, timestamp = {Mon, 10 Oct 2022 16:57:52 +0200}, biburl = {https://dblp.org/rec/conf/lrec/FengLGLHNG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/LinGFLNHG22, author = {Hsien{-}Chin Lin and Christian Geishauser and Shutong Feng and Nurul Lubis and Carel van Niekerk and Michael Heck and Milica Gasic}, editor = {Oliver Lemon and Dilek Hakkani{-}T{\"{u}}r and Junyi Jessy Li and Arash Ashrafzadeh and Daniel Hern{\'{a}}ndez Garc{\'{\i}}a and Malihe Alikhani and David Vandyke and Ondrej Dusek}, title = {GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers}, booktitle = {Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, {SIGDIAL} 2022, Edinburgh, UK, 07-09 September 2022}, pages = {270--282}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.sigdial-1.28}, doi = {10.18653/V1/2022.SIGDIAL-1.28}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/LinGFLNHG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/LubisGLNHFG22, author = {Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Carel van Niekerk and Michael Heck and Shutong Feng and Milica Gasic}, editor = {Oliver Lemon and Dilek Hakkani{-}T{\"{u}}r and Junyi Jessy Li and Arash Ashrafzadeh and Daniel Hern{\'{a}}ndez Garc{\'{\i}}a and Malihe Alikhani and David Vandyke and Ondrej Dusek}, title = {Dialogue Evaluation with Offline Reinforcement Learning}, booktitle = {Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, {SIGDIAL} 2022, Edinburgh, UK, 07-09 September 2022}, pages = {478--489}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.sigdial-1.46}, doi = {10.18653/V1/2022.SIGDIAL-1.46}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/LubisGLNHFG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/VukovicHRNZG22, author = {Renato Vukovic and Michael Heck and Benjamin Matthias Ruppik and Carel van Niekerk and Marcus Zibrowius and Milica Gasic}, editor = {Oliver Lemon and Dilek Hakkani{-}T{\"{u}}r and Junyi Jessy Li and Arash Ashrafzadeh and Daniel Hern{\'{a}}ndez Garc{\'{\i}}a and Malihe Alikhani and David Vandyke and Ondrej Dusek}, title = {Dialogue Term Extraction using Transfer Learning and Topological Data Analysis}, booktitle = {Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, {SIGDIAL} 2022, Edinburgh, UK, 07-09 September 2022}, pages = {564--581}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.sigdial-1.53}, doi = {10.18653/V1/2022.SIGDIAL-1.53}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/VukovicHRNZG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-03354, author = {Michael Heck and Nurul Lubis and Carel van Niekerk and Shutong Feng and Christian Geishauser and Hsien{-}Chin Lin and Milica Gasic}, title = {Robust Dialogue State Tracking with Weak Supervision and Sparse Data}, journal = {CoRR}, volume = {abs/2202.03354}, year = {2022}, url = {https://arxiv.org/abs/2202.03354}, eprinttype = {arXiv}, eprint = {2202.03354}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-03354.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-10012, author = {Shikib Mehri and Jinho Choi and Luis Fernando D'Haro and Jan Deriu and Maxine Esk{\'{e}}nazi and Milica Gasic and Kallirroi Georgila and Dilek Hakkani{-}Tur and Zekang Li and Verena Rieser and Samira Shaikh and David R. Traum and Yi{-}Ting Yeh and Zhou Yu and Yizhe Zhang and Chen Zhang}, title = {Report from the {NSF} Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges}, journal = {CoRR}, volume = {abs/2203.10012}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.10012}, doi = {10.48550/ARXIV.2203.10012}, eprinttype = {arXiv}, eprint = {2203.10012}, timestamp = {Fri, 24 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-10012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-05928, author = {Christian Geishauser and Carel van Niekerk and Nurul Lubis and Michael Heck and Hsien{-}Chin Lin and Shutong Feng and Milica Gasic}, title = {Dynamic Dialogue Policy Transformer for Continual Reinforcement Learning}, journal = {CoRR}, volume = {abs/2204.05928}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.05928}, doi = {10.48550/ARXIV.2204.05928}, eprinttype = {arXiv}, eprint = {2204.05928}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-05928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-10448, author = {Renato Vukovic and Michael Heck and Benjamin Matthias Ruppik and Carel van Niekerk and Marcus Zibrowius and Milica Gasic}, title = {Dialogue Term Extraction using Transfer Learning and Topological Data Analysis}, journal = {CoRR}, volume = {abs/2208.10448}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.10448}, doi = {10.48550/ARXIV.2208.10448}, eprinttype = {arXiv}, eprint = {2208.10448}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-10448.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-10817, author = {Hsien{-}Chin Lin and Christian Geishauser and Shutong Feng and Nurul Lubis and Carel van Niekerk and Michael Heck and Milica Gasic}, title = {GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers}, journal = {CoRR}, volume = {abs/2208.10817}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.10817}, doi = {10.48550/ARXIV.2208.10817}, eprinttype = {arXiv}, eprint = {2208.10817}, timestamp = {Mon, 29 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-10817.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-00876, author = {Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Carel van Niekerk and Michael Heck and Shutong Feng and Milica Gasic}, title = {Dialogue Evaluation with Offline Reinforcement Learning}, journal = {CoRR}, volume = {abs/2209.00876}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.00876}, doi = {10.48550/ARXIV.2209.00876}, eprinttype = {arXiv}, eprint = {2209.00876}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-00876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-17148, author = {Qi Zhu and Christian Geishauser and Hsien{-}Chin Lin and Carel van Niekerk and Baolin Peng and Zheng Zhang and Michael Heck and Nurul Lubis and Dazhen Wan and Xiaochen Zhu and Jianfeng Gao and Milica Gasic and Minlie Huang}, title = {ConvLab-3: {A} Flexible Dialogue System Toolkit Based on a Unified Data Format}, journal = {CoRR}, volume = {abs/2211.17148}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.17148}, doi = {10.48550/ARXIV.2211.17148}, eprinttype = {arXiv}, eprint = {2211.17148}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-17148.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/GeishauserHLLHF21, author = {Christian Geishauser and Songbo Hu and Hsien{-}Chin Lin and Nurul Lubis and Michael Heck and Shutong Feng and Carel van Niekerk and Milica Gasic}, title = {What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation}, booktitle = {{IEEE} Automatic Speech Recognition and Understanding Workshop, {ASRU} 2021, Cartagena, Colombia, December 13-17, 2021}, pages = {969--976}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ASRU51503.2021.9687856}, doi = {10.1109/ASRU51503.2021.9687856}, timestamp = {Wed, 09 Feb 2022 09:03:03 +0100}, biburl = {https://dblp.org/rec/conf/asru/GeishauserHLLHF21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/NiekerkMGHLLFG21, author = {Carel van Niekerk and Andrey Malinin and Christian Geishauser and Michael Heck and Hsien{-}Chin Lin and Nurul Lubis and Shutong Feng and Milica Gasic}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance}, booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021}, pages = {7901--7914}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.emnlp-main.623}, doi = {10.18653/V1/2021.EMNLP-MAIN.623}, timestamp = {Fri, 16 Feb 2024 08:27:36 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/NiekerkMGHLLFG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/LinLHNGHFG21, author = {Hsien{-}Chin Lin and Nurul Lubis and Songbo Hu and Carel van Niekerk and Christian Geishauser and Michael Heck and Shutong Feng and Milica Gasic}, editor = {Haizhou Li and Gina{-}Anne Levow and Zhou Yu and Chitralekha Gupta and Berrak Sisman and Siqi Cai and David Vandyke and Nina Dethlefs and Yan Wu and Junyi Jessy Li}, title = {Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems}, booktitle = {Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July 29-31, 2021}, pages = {445--456}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.sigdial-1.47}, doi = {10.18653/V1/2021.SIGDIAL-1.47}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/LinLHNGHFG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08838, author = {Hsien{-}Chin Lin and Nurul Lubis and Songbo Hu and Carel van Niekerk and Christian Geishauser and Michael Heck and Shutong Feng and Milica Gasic}, title = {Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems}, journal = {CoRR}, volume = {abs/2106.08838}, year = {2021}, url = {https://arxiv.org/abs/2106.08838}, eprinttype = {arXiv}, eprint = {2106.08838}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08838.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04349, author = {Carel van Niekerk and Andrey Malinin and Christian Geishauser and Michael Heck and Hsien{-}Chin Lin and Nurul Lubis and Shutong Feng and Milica Gasic}, title = {Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance}, journal = {CoRR}, volume = {abs/2109.04349}, year = {2021}, url = {https://arxiv.org/abs/2109.04349}, eprinttype = {arXiv}, eprint = {2109.04349}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04919, author = {Shutong Feng and Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Michael Heck and Carel van Niekerk and Milica Gasic}, title = {EmoWOZ: {A} Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems}, journal = {CoRR}, volume = {abs/2109.04919}, year = {2021}, url = {https://arxiv.org/abs/2109.04919}, eprinttype = {arXiv}, eprint = {2109.04919}, timestamp = {Thu, 30 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04919.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-07129, author = {Christian Geishauser and Songbo Hu and Hsien{-}Chin Lin and Nurul Lubis and Michael Heck and Shutong Feng and Carel van Niekerk and Milica Gasic}, title = {What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation}, journal = {CoRR}, volume = {abs/2109.07129}, year = {2021}, url = {https://arxiv.org/abs/2109.07129}, eprinttype = {arXiv}, eprint = {2109.07129}, timestamp = {Thu, 30 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-07129.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/LubisHNG20, author = {Nurul Lubis and Michael Heck and Carel van Niekerk and Milica Gasic}, title = {Adaptable Conversational Machines}, journal = {{AI} Mag.}, volume = {41}, number = {3}, pages = {28--44}, year = {2020}, url = {https://doi.org/10.1609/aimag.v41i3.5322}, doi = {10.1609/AIMAG.V41I3.5322}, timestamp = {Wed, 07 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/LubisHNG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/LubisGHLMNG20, author = {Nurul Lubis and Christian Geishauser and Michael Heck and Hsien{-}Chin Lin and Marco Moresi and Carel van Niekerk and Milica Gasic}, editor = {Donia Scott and N{\'{u}}ria Bel and Chengqing Zong}, title = {{LAVA:} Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization}, booktitle = {Proceedings of the 28th International Conference on Computational Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13, 2020}, pages = {465--479}, publisher = {International Committee on Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.coling-main.41}, doi = {10.18653/V1/2020.COLING-MAIN.41}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/LubisGHLMNG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/HeckGLLMNG20, author = {Michael Heck and Christian Geishauser and Hsien{-}Chin Lin and Nurul Lubis and Marco Moresi and Carel van Niekerk and Milica Gasic}, editor = {Donia Scott and N{\'{u}}ria Bel and Chengqing Zong}, title = {Out-of-Task Training for Dialog State Tracking Models}, booktitle = {Proceedings of the 28th International Conference on Computational Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13, 2020}, pages = {6767--6774}, publisher = {International Committee on Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.coling-main.596}, doi = {10.18653/V1/2020.COLING-MAIN.596}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/HeckGLLMNG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WuTG20, author = {Yen{-}Chen Wu and Bo{-}Hsiang Tseng and Milica Gasic}, editor = {Trevor Cohn and Yulan He and Yang Liu}, title = {Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2020, Online Event, 16-20 November 2020}, series = {Findings of {ACL}}, volume = {{EMNLP} 2020}, pages = {854--863}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.findings-emnlp.75}, doi = {10.18653/V1/2020.FINDINGS-EMNLP.75}, timestamp = {Wed, 23 Mar 2022 10:11:55 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/WuTG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/NiekerkHGLLMG20, author = {Carel van Niekerk and Michael Heck and Christian Geishauser and Hsien{-}Chin Lin and Nurul Lubis and Marco Moresi and Milica Gasic}, editor = {Trevor Cohn and Yulan He and Yang Liu}, title = {Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2020, Online Event, 16-20 November 2020}, series = {Findings of {ACL}}, volume = {{EMNLP} 2020}, pages = {3096--3102}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.findings-emnlp.277}, doi = {10.18653/V1/2020.FINDINGS-EMNLP.277}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/NiekerkHGLLMG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/HeckNLGLMG20, author = {Michael Heck and Carel van Niekerk and Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Marco Moresi and Milica Gasic}, editor = {Olivier Pietquin and Smaranda Muresan and Vivian Chen and Casey Kennington and David Vandyke and Nina Dethlefs and Koji Inoue and Erik Ekstedt and Stefan Ultes}, title = {TripPy: {A} Triple Copy Strategy for Value Independent Neural Dialog State Tracking}, booktitle = {Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2020, 1st virtual meeting, July 1-3, 2020}, pages = {35--44}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.sigdial-1.4}, doi = {10.18653/V1/2020.SIGDIAL-1.4}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/HeckNLGLMG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/starsem/JakubowskiGZ20, author = {Alexander Jakubowski and Milica Gasic and Marcus Zibrowius}, editor = {Iryna Gurevych and Marianna Apidianaki and Manaal Faruqui}, title = {Topology of Word Embeddings: Singularities Reflect Polysemy}, booktitle = {Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, *SEM@COLING 2020, Barcelona, Spain (Online), December 12-13, 2020}, pages = {103--113}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://aclanthology.org/2020.starsem-1.11/}, timestamp = {Wed, 25 Aug 2021 17:11:16 +0200}, biburl = {https://dblp.org/rec/conf/starsem/JakubowskiGZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-02877, author = {Michael Heck and Carel van Niekerk and Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Marco Moresi and Milica Gasic}, title = {TripPy: {A} Triple Copy Strategy for Value Independent Neural Dialog State Tracking}, journal = {CoRR}, volume = {abs/2005.02877}, year = {2020}, url = {https://arxiv.org/abs/2005.02877}, eprinttype = {arXiv}, eprint = {2005.02877}, timestamp = {Sat, 09 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-02877.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-02586, author = {Carel van Niekerk and Michael Heck and Christian Geishauser and Hsien{-}Chin Lin and Nurul Lubis and Marco Moresi and Milica Gasic}, title = {Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles}, journal = {CoRR}, volume = {abs/2010.02586}, year = {2020}, url = {https://arxiv.org/abs/2010.02586}, eprinttype = {arXiv}, eprint = {2010.02586}, timestamp = {Mon, 12 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-02586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09378, author = {Nurul Lubis and Christian Geishauser and Michael Heck and Hsien{-}Chin Lin and Marco Moresi and Carel van Niekerk and Milica Gasic}, title = {{LAVA:} Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization}, journal = {CoRR}, volume = {abs/2011.09378}, year = {2020}, url = {https://arxiv.org/abs/2011.09378}, eprinttype = {arXiv}, eprint = {2011.09378}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09378.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09379, author = {Michael Heck and Carel van Niekerk and Nurul Lubis and Christian Geishauser and Hsien{-}Chin Lin and Marco Moresi and Milica Gasic}, title = {Out-of-Task Training for Dialog State Tracking Models}, journal = {CoRR}, volume = {abs/2011.09379}, year = {2020}, url = {https://arxiv.org/abs/2011.09379}, eprinttype = {arXiv}, eprint = {2011.09379}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09413, author = {Alexander Jakubowski and Milica Gasic and Marcus Zibrowius}, title = {Topology of Word Embeddings: Singularities Reflect Polysemy}, journal = {CoRR}, volume = {abs/2011.09413}, year = {2020}, url = {https://arxiv.org/abs/2011.09413}, eprinttype = {arXiv}, eprint = {2011.09413}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09413.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/ChenCTLGY19, author = {Lu Chen and Zhi Chen and Bowen Tan and Sishan Long and Milica Gasic and Kai Yu}, title = {AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {27}, number = {9}, pages = {1378--1391}, year = {2019}, url = {https://doi.org/10.1109/TASLP.2019.2919872}, doi = {10.1109/TASLP.2019.2919872}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/ChenCTLGY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/WesselmannWG19, author = {Paula Wesselmann and Yen{-}Chen Wu and Milica Gasic}, title = {Curiosity-driven Reinforcement Learning for Dialogue Management}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {7210--7214}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683033}, doi = {10.1109/ICASSP.2019.8683033}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/WesselmannWG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/TsengBWG19, author = {Bo{-}Hsiang Tseng and Pawel Budzianowski and Yen{-}Chen Wu and Milica Gasic}, editor = {Satoshi Nakamura and Milica Gasic and Ingrid Zuckerman and Gabriel Skantze and Mikio Nakano and Alexandros Papangelis and Stefan Ultes and Koichiro Yoshino}, title = {Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation}, booktitle = {Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, SIGdial 2019, Stockholm, Sweden, September 11-13, 2019}, pages = {155--164}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/W19-5920}, doi = {10.18653/V1/W19-5920}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/TsengBWG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sigdial/2019, editor = {Satoshi Nakamura and Milica Gasic and Ingrid Zuckerman and Gabriel Skantze and Mikio Nakano and Alexandros Papangelis and Stefan Ultes and Koichiro Yoshino}, title = {Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, SIGdial 2019, Stockholm, Sweden, September 11-13, 2019}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://aclanthology.org/volumes/W19-59/}, isbn = {978-1-950737-61-1}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/2019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-01466, author = {Stefan Ultes and Pawel Budzianowski and I{\~{n}}igo Casanueva and Lina Maria Rojas{-}Barahona and Bo{-}Hsiang Tseng and Yen{-}Chen Wu and Steve J. Young and Milica Gasic}, title = {Addressing Objects and Their Relations: The Conversational Entity Dialogue Model}, journal = {CoRR}, volume = {abs/1901.01466}, year = {2019}, url = {http://arxiv.org/abs/1901.01466}, eprinttype = {arXiv}, eprint = {1901.01466}, timestamp = {Thu, 31 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-01466.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11259, author = {Lu Chen and Zhi Chen and Bowen Tan and Sishan Long and Milica Gasic and Kai Yu}, title = {AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/1905.11259}, year = {2019}, url = {http://arxiv.org/abs/1905.11259}, eprinttype = {arXiv}, eprint = {1905.11259}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11259.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-06719, author = {Bo{-}Hsiang Tseng and Pawel Budzianowski and Yen{-}Chen Wu and Milica Gasic}, title = {Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation}, journal = {CoRR}, volume = {abs/1910.06719}, year = {2019}, url = {http://arxiv.org/abs/1910.06719}, eprinttype = {arXiv}, eprint = {1910.06719}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-06719.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/SuGY18, author = {Pei{-}Hao Su and Milica Gasic and Steve J. Young}, title = {Reward estimation for dialogue policy optimisation}, journal = {Comput. Speech Lang.}, volume = {51}, pages = {24--43}, year = {2018}, url = {https://doi.org/10.1016/j.csl.2018.02.003}, doi = {10.1016/J.CSL.2018.02.003}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/SuGY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/WeiszBSG18, author = {Gell{\'{e}}rt Weisz and Pawel Budzianowski and Pei{-}Hao Su and Milica Gasic}, title = {Sample Efficient Deep Reinforcement Learning for Dialogue Systems With Large Action Spaces}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {26}, number = {11}, pages = {2083--2097}, year = {2018}, url = {https://doi.org/10.1109/TASLP.2018.2851664}, doi = {10.1109/TASLP.2018.2851664}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/WeiszBSG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/RamadanBG18, author = {Osman Ramadan and Pawel Budzianowski and Milica Gasic}, editor = {Iryna Gurevych and Yusuke Miyao}, title = {Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing}, booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume 2: Short Papers}, pages = {432--437}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/P18-2069/}, doi = {10.18653/V1/P18-2069}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/RamadanBG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl-louhi/Rojas-BarahonaT18, author = {Lina Maria Rojas{-}Barahona and Bo{-}Hsiang Tseng and Yinpei Dai and Clare Mansfield and Osman Ramadan and Stefan Ultes and Michael Crawford and Milica Gasic}, editor = {Alberto Lavelli and Anne{-}Lyse Minard and Fabio Rinaldi}, title = {Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy}, booktitle = {Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, Louhi@EMNLP 2018, Brussels, Belgium, October 31, 2018}, pages = {44--54}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-5606}, doi = {10.18653/V1/W18-5606}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl-louhi/Rojas-BarahonaT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/BudzianowskiWTC18, author = {Pawel Budzianowski and Tsung{-}Hsien Wen and Bo{-}Hsiang Tseng and I{\~{n}}igo Casanueva and Stefan Ultes and Osman Ramadan and Milica Gasic}, editor = {Ellen Riloff and David Chiang and Julia Hockenmaier and Jun'ichi Tsujii}, title = {MultiWOZ - {A} Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling}, booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018}, pages = {5016--5026}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/D18-1547/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/BudzianowskiWTC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/TeghoBG18, author = {Christopher Tegho and Pawel Budzianowski and Milica Gasic}, title = {Benchmarking Uncertainty Estimates with Deep Reinforcement Learning for Dialogue Policy Optimisation}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {6069--6073}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8462348}, doi = {10.1109/ICASSP.2018.8462348}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/TeghoBG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ChenCCTGY18, author = {Lu Chen and Cheng Chang and Zhi Chen and Bowen Tan and Milica Gasic and Kai Yu}, title = {Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {6074--6078}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8462272}, doi = {10.1109/ICASSP.2018.8462272}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ChenCCTGY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/CasanuevaBSURTG18, author = {I{\~{n}}igo Casanueva and Pawel Budzianowski and Pei{-}Hao Su and Stefan Ultes and Lina Maria Rojas{-}Barahona and Bo{-}Hsiang Tseng and Milica Gasic}, editor = {Marilyn A. Walker and Heng Ji and Amanda Stent}, title = {Feudal Reinforcement Learning for Dialogue Management in Large Domains}, booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short Papers)}, pages = {714--719}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/n18-2112}, doi = {10.18653/V1/N18-2112}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/CasanuevaBSURTG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/KreyssigCBG18, author = {Florian Kreyssig and I{\~{n}}igo Casanueva and Pawel Budzianowski and Milica Gasic}, editor = {Kazunori Komatani and Diane J. Litman and Kai Yu and Lawrence Cavedon and Mikio Nakano and Alex Papangelis}, title = {Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems}, booktitle = {Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, Melbourne, Australia, July 12-14, 2018}, pages = {60--69}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-5007}, doi = {10.18653/V1/W18-5007}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/KreyssigCBG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/UltesBCRTWYG18, author = {Stefan Ultes and Pawel Budzianowski and I{\~{n}}igo Casanueva and Lina Maria Rojas{-}Barahona and Bo{-}Hsiang Tseng and Yen{-}Chen Wu and Steve J. Young and Milica Gasic}, editor = {Kazunori Komatani and Diane J. Litman and Kai Yu and Lawrence Cavedon and Mikio Nakano and Alex Papangelis}, title = {Addressing Objects and Their Relations: The Conversational Entity Dialogue Model}, booktitle = {Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, Melbourne, Australia, July 12-14, 2018}, pages = {273--283}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-5032}, doi = {10.18653/V1/W18-5032}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/UltesBCRTWYG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/CasanuevaBUKTWG18, author = {I{\~{n}}igo Casanueva and Pawel Budzianowski and Stefan Ultes and Florian Kreyssig and Bo{-}Hsiang Tseng and Yen{-}Chen Wu and Milica Gasic}, editor = {Kazunori Komatani and Diane J. Litman and Kai Yu and Lawrence Cavedon and Mikio Nakano and Alex Papangelis}, title = {Feudal Dialogue Management with Jointly Learned Feature Extractors}, booktitle = {Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, Melbourne, Australia, July 12-14, 2018}, pages = {332--337}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-5038}, doi = {10.18653/V1/W18-5038}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/CasanuevaBUKTWG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/TsengKBCWUG18, author = {Bo{-}Hsiang Tseng and Florian Kreyssig and Pawel Budzianowski and I{\~{n}}igo Casanueva and Yen{-}Chen Wu and Stefan Ultes and Milica Gasic}, editor = {Kazunori Komatani and Diane J. Litman and Kai Yu and Lawrence Cavedon and Mikio Nakano and Alex Papangelis}, title = {Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems}, booktitle = {Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, Melbourne, Australia, July 12-14, 2018}, pages = {338--343}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-5039}, doi = {10.18653/V1/W18-5039}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/TsengKBCWUG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-03753, author = {Gell{\'{e}}rt Weisz and Pawel Budzianowski and Pei{-}Hao Su and Milica Gasic}, title = {Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces}, journal = {CoRR}, volume = {abs/1802.03753}, year = {2018}, url = {http://arxiv.org/abs/1802.03753}, eprinttype = {arXiv}, eprint = {1802.03753}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-03753.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-03232, author = {I{\~{n}}igo Casanueva and Pawel Budzianowski and Pei{-}Hao Su and Stefan Ultes and Lina Maria Rojas{-}Barahona and Bo{-}Hsiang Tseng and Milica Gasic}, title = {Feudal Reinforcement Learning for Dialogue Management in Large Domains}, journal = {CoRR}, volume = {abs/1803.03232}, year = {2018}, url = {http://arxiv.org/abs/1803.03232}, eprinttype = {arXiv}, eprint = {1803.03232}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-03232.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-06966, author = {Florian Kreyssig and I{\~{n}}igo Casanueva and Pawel Budzianowski and Milica Gasic}, title = {Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1805.06966}, year = {2018}, url = {http://arxiv.org/abs/1805.06966}, eprinttype = {arXiv}, eprint = {1805.06966}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-06966.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-05484, author = {Lina Maria Rojas{-}Barahona and Stefan Ultes and Pawel Budzianowski and I{\~{n}}igo Casanueva and Milica Gasic and Bo{-}Hsiang Tseng and Steve J. Young}, title = {Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1806.05484}, year = {2018}, url = {http://arxiv.org/abs/1806.05484}, eprinttype = {arXiv}, eprint = {1806.05484}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-05484.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-06517, author = {Osman Ramadan and Pawel Budzianowski and Milica Gasic}, title = {Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing}, journal = {CoRR}, volume = {abs/1807.06517}, year = {2018}, url = {http://arxiv.org/abs/1807.06517}, eprinttype = {arXiv}, eprint = {1807.06517}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-06517.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-00640, author = {Lina Maria Rojas{-}Barahona and Bo{-}Hsiang Tseng and Yinpei Dai and Clare Mansfield and Osman Ramadan and Stefan Ultes and Michael Crawford and Milica Gasic}, title = {Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy}, journal = {CoRR}, volume = {abs/1809.00640}, year = {2018}, url = {http://arxiv.org/abs/1809.00640}, eprinttype = {arXiv}, eprint = {1809.00640}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-00640.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-00278, author = {Pawel Budzianowski and Tsung{-}Hsien Wen and Bo{-}Hsiang Tseng and I{\~{n}}igo Casanueva and Stefan Ultes and Osman Ramadan and Milica Gasic}, title = {MultiWOZ - {A} Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling}, journal = {CoRR}, volume = {abs/1810.00278}, year = {2018}, url = {http://arxiv.org/abs/1810.00278}, eprinttype = {arXiv}, eprint = {1810.00278}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-00278.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-08879, author = {Bo{-}Hsiang Tseng and Florian Kreyssig and Pawel Budzianowski and I{\~{n}}igo Casanueva and Yen{-}Chen Wu and Stefan Ultes and Milica Gasic}, title = {Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1812.08879}, year = {2018}, url = {http://arxiv.org/abs/1812.08879}, eprinttype = {arXiv}, eprint = {1812.08879}, timestamp = {Wed, 02 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-08879.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/GasicMRSUVWY17, author = {Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Stefan Ultes and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Dialogue manager domain adaptation using Gaussian process reinforcement learning}, journal = {Comput. Speech Lang.}, volume = {45}, pages = {552--569}, year = {2017}, url = {https://doi.org/10.1016/j.csl.2016.09.003}, doi = {10.1016/J.CSL.2016.09.003}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/GasicMRSUVWY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/GasicHC17, author = {Milica Gasic and Dilek Hakkani{-}T{\"{u}}r and Asli Celikyilmaz}, title = {Spoken language understanding and interaction: machine learning for human-like conversational systems}, journal = {Comput. Speech Lang.}, volume = {46}, pages = {249--251}, year = {2017}, url = {https://doi.org/10.1016/j.csl.2017.05.006}, doi = {10.1016/J.CSL.2017.05.006}, timestamp = {Wed, 03 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/GasicHC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tacl/MrksicVSLRGKY17, author = {Nikola Mrksic and Ivan Vulic and Diarmuid {\'{O}} S{\'{e}}aghdha and Ira Leviant and Roi Reichart and Milica Gasic and Anna Korhonen and Steve J. Young}, title = {Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints}, journal = {Trans. Assoc. Comput. Linguistics}, volume = {5}, pages = {309--324}, year = {2017}, url = {https://doi.org/10.1162/tacl\_a\_00063}, doi = {10.1162/TACL\_A\_00063}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tacl/MrksicVSLRGKY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/UltesRSVKCBMWGY17, author = {Stefan Ultes and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and David Vandyke and Dongho Kim and I{\~{n}}igo Casanueva and Pawel Budzianowski and Nikola Mrksic and Tsung{-}Hsien Wen and Milica Gasic and Steve J. Young}, editor = {Mohit Bansal and Heng Ji}, title = {PyDial: {A} Multi-domain Statistical Dialogue System Toolkit}, booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, System Demonstrations}, pages = {73--78}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/P17-4013}, doi = {10.18653/V1/P17-4013}, timestamp = {Fri, 06 Aug 2021 00:40:50 +0200}, biburl = {https://dblp.org/rec/conf/acl/UltesRSVKCBMWGY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eacl/Rojas-BarahonaG17, author = {Tsung{-}Hsien Wen and David Vandyke and Nikola Mrksic and Milica Gasic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Stefan Ultes and Steve J. Young}, editor = {Mirella Lapata and Phil Blunsom and Alexander Koller}, title = {A Network-based End-to-End Trainable Task-oriented Dialogue System}, booktitle = {Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, {EACL} 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers}, pages = {438--449}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/e17-1042}, doi = {10.18653/V1/E17-1042}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eacl/Rojas-BarahonaG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/UltesBCMRSWGY17, author = {Stefan Ultes and Pawel Budzianowski and I{\~{n}}igo Casanueva and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Tsung{-}Hsien Wen and Milica Gasic and Steve J. Young}, editor = {Francisco Lacerda}, title = {Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning}, booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017}, pages = {1721--1725}, publisher = {{ISCA}}, year = {2017}, url = {https://doi.org/10.21437/Interspeech.2017-1032}, doi = {10.21437/INTERSPEECH.2017-1032}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/UltesBCMRSWGY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/UltesBCMRSWGY17, author = {Stefan Ultes and Pawel Budzianowski and I{\~{n}}igo Casanueva and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Tsung{-}Hsien Wen and Milica Gasic and Steve J. Young}, editor = {Kristiina Jokinen and Manfred Stede and David DeVault and Annie Louis}, title = {Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning}, booktitle = {Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, Saarbr{\"{u}}cken, Germany, August 15-17, 2017}, pages = {65--70}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-5509}, doi = {10.18653/V1/W17-5509}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/UltesBCMRSWGY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/BudzianowskiUSM17, author = {Pawel Budzianowski and Stefan Ultes and Pei{-}Hao Su and Nikola Mrksic and Tsung{-}Hsien Wen and I{\~{n}}igo Casanueva and Lina Maria Rojas{-}Barahona and Milica Gasic}, editor = {Kristiina Jokinen and Manfred Stede and David DeVault and Annie Louis}, title = {Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning}, booktitle = {Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, Saarbr{\"{u}}cken, Germany, August 15-17, 2017}, pages = {86--92}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-5512}, doi = {10.18653/V1/W17-5512}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/BudzianowskiUSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/SuBUGY17, author = {Pei{-}Hao Su and Pawel Budzianowski and Stefan Ultes and Milica Gasic and Steve J. Young}, editor = {Kristiina Jokinen and Manfred Stede and David DeVault and Annie Louis}, title = {Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management}, booktitle = {Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, Saarbr{\"{u}}cken, Germany, August 15-17, 2017}, pages = {147--157}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-5518}, doi = {10.18653/V1/W17-5518}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/SuBUGY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/LeeZDCLPTURGYE17, author = {Kyusong Lee and Tiancheng Zhao and Yulun Du and Edward Cai and Allen Lu and Eli Pincus and David R. Traum and Stefan Ultes and Lina Maria Rojas{-}Barahona and Milica Gasic and Steve J. Young and Maxine Esk{\'{e}}nazi}, editor = {Kristiina Jokinen and Manfred Stede and David DeVault and Annie Louis}, title = {DialPort, Gone Live: An Update After {A} Year of Development}, booktitle = {Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, Saarbr{\"{u}}cken, Germany, August 15-17, 2017}, pages = {170--173}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-5521}, doi = {10.18653/V1/W17-5521}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/LeeZDCLPTURGYE17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MrksicVSLRGKY17, author = {Nikola Mrksic and Ivan Vulic and Diarmuid {\'{O}} S{\'{e}}aghdha and Ira Leviant and Roi Reichart and Milica Gasic and Anna Korhonen and Steve J. Young}, title = {Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints}, journal = {CoRR}, volume = {abs/1706.00374}, year = {2017}, url = {http://arxiv.org/abs/1706.00374}, eprinttype = {arXiv}, eprint = {1706.00374}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MrksicVSLRGKY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BudzianowskiUSM17, author = {Pawel Budzianowski and Stefan Ultes and Pei{-}Hao Su and Nikola Mrksic and Tsung{-}Hsien Wen and I{\~{n}}igo Casanueva and Lina Maria Rojas{-}Barahona and Milica Gasic}, title = {Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning}, journal = {CoRR}, volume = {abs/1706.06210}, year = {2017}, url = {http://arxiv.org/abs/1706.06210}, eprinttype = {arXiv}, eprint = {1706.06210}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BudzianowskiUSM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SuBUGY17, author = {Pei{-}Hao Su and Pawel Budzianowski and Stefan Ultes and Milica Gasic and Steve J. Young}, title = {Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management}, journal = {CoRR}, volume = {abs/1707.00130}, year = {2017}, url = {http://arxiv.org/abs/1707.00130}, eprinttype = {arXiv}, eprint = {1707.00130}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SuBUGY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/UltesBCMRSWGY17, author = {Stefan Ultes and Pawel Budzianowski and I{\~{n}}igo Casanueva and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Tsung{-}Hsien Wen and Milica Gasic and Steve J. Young}, title = {Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning}, journal = {CoRR}, volume = {abs/1707.06299}, year = {2017}, url = {http://arxiv.org/abs/1707.06299}, eprinttype = {arXiv}, eprint = {1707.06299}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/UltesBCMRSWGY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-11023, author = {I{\~{n}}igo Casanueva and Pawel Budzianowski and Pei{-}Hao Su and Nikola Mrksic and Tsung{-}Hsien Wen and Stefan Ultes and Lina Maria Rojas{-}Barahona and Steve J. Young and Milica Gasic}, title = {A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management}, journal = {CoRR}, volume = {abs/1711.11023}, year = {2017}, url = {http://arxiv.org/abs/1711.11023}, eprinttype = {arXiv}, eprint = {1711.11023}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-11023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-11486, author = {Christopher Tegho and Pawel Budzianowski and Milica Gasic}, title = {Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation}, journal = {CoRR}, volume = {abs/1711.11486}, year = {2017}, url = {http://arxiv.org/abs/1711.11486}, eprinttype = {arXiv}, eprint = {1711.11486}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-11486.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SuGMRUVWY16, author = {Pei{-}Hao Su and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Stefan Ultes and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems}, booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers}, publisher = {The Association for Computer Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/p16-1230}, doi = {10.18653/V1/P16-1230}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/SuGMRUVWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/Rojas-BarahonaG16, author = {Lina Maria Rojas{-}Barahona and Milica Gasic and Nikola Mrksic and Pei{-}Hao Su and Stefan Ultes and Tsung{-}Hsien Wen and Steve J. Young}, editor = {Nicoletta Calzolari and Yuji Matsumoto and Rashmi Prasad}, title = {Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding}, booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11-16, 2016, Osaka, Japan}, pages = {258--267}, publisher = {{ACL}}, year = {2016}, url = {https://aclanthology.org/C16-1025/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coling/Rojas-BarahonaG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WenGMRSUVY16, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Stefan Ultes and David Vandyke and Steve J. Young}, editor = {Jian Su and Xavier Carreras and Kevin Duh}, title = {Conditional Generation and Snapshot Learning in Neural Dialogue Systems}, booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4, 2016}, pages = {2153--2162}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/d16-1233}, doi = {10.18653/V1/D16-1233}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/WenGMRSUVY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/WenGMRSVY16, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and David Vandyke and Steve J. Young}, editor = {Kevin Knight and Ani Nenkova and Owen Rambow}, title = {Multi-domain Neural Network Language Generation for Spoken Dialogue Systems}, booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016}, pages = {120--129}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/n16-1015}, doi = {10.18653/V1/N16-1015}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/WenGMRSVY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/MrksicSTGRSVWY16, author = {Nikola Mrksic and Diarmuid {\'{O}} S{\'{e}}aghdha and Blaise Thomson and Milica Gasic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, editor = {Kevin Knight and Ani Nenkova and Owen Rambow}, title = {Counter-fitting Word Vectors to Linguistic Constraints}, booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016}, pages = {142--148}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/n16-1018}, doi = {10.18653/V1/N16-1018}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/MrksicSTGRSVWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MrksicSTGRSVWY16, author = {Nikola Mrksic and Diarmuid {\'{O}} S{\'{e}}aghdha and Blaise Thomson and Milica Gasic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Counter-fitting Word Vectors to Linguistic Constraints}, journal = {CoRR}, volume = {abs/1603.00892}, year = {2016}, url = {http://arxiv.org/abs/1603.00892}, eprinttype = {arXiv}, eprint = {1603.00892}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MrksicSTGRSVWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WenGMRSVY16, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}hao Su and David Vandyke and Steve J. Young}, title = {Multi-domain Neural Network Language Generation for Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1603.01232}, year = {2016}, url = {http://arxiv.org/abs/1603.01232}, eprinttype = {arXiv}, eprint = {1603.01232}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WenGMRSVY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WenGMRSUVY16, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Stefan Ultes and David Vandyke and Steve J. Young}, title = {A Network-based End-to-End Trainable Task-oriented Dialogue System}, journal = {CoRR}, volume = {abs/1604.04562}, year = {2016}, url = {http://arxiv.org/abs/1604.04562}, eprinttype = {arXiv}, eprint = {1604.04562}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WenGMRSUVY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SuGMRUVWY16, author = {Pei{-}Hao Su and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Stefan Ultes and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1605.07669}, year = {2016}, url = {http://arxiv.org/abs/1605.07669}, eprinttype = {arXiv}, eprint = {1605.07669}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SuGMRUVWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SuGMRUVWY16a, author = {Pei{-}Hao Su and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Stefan Ultes and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Continuously Learning Neural Dialogue Management}, journal = {CoRR}, volume = {abs/1606.02689}, year = {2016}, url = {http://arxiv.org/abs/1606.02689}, eprinttype = {arXiv}, eprint = {1606.02689}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SuGMRUVWY16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WenGMRSUVY16a, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Stefan Ultes and David Vandyke and Steve J. Young}, title = {Conditional Generation and Snapshot Learning in Neural Dialogue Systems}, journal = {CoRR}, volume = {abs/1606.03352}, year = {2016}, url = {http://arxiv.org/abs/1606.03352}, eprinttype = {arXiv}, eprint = {1606.03352}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WenGMRSUVY16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GasicMRSUVWY16, author = {Milica Gasic and Nikola Mrksic and Lina Maria Rojas{-}Barahona and Pei{-}Hao Su and Stefan Ultes and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Dialogue manager domain adaptation using Gaussian process reinforcement learning}, journal = {CoRR}, volume = {abs/1609.02846}, year = {2016}, url = {http://arxiv.org/abs/1609.02846}, eprinttype = {arXiv}, eprint = {1609.02846}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GasicMRSUVWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BarahonaGMSUWY16, author = {Lina Maria Rojas{-}Barahona and Milica Gasic and Nikola Mrksic and Pei{-}Hao Su and Stefan Ultes and Tsung{-}Hsien Wen and Steve J. Young}, title = {Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding}, journal = {CoRR}, volume = {abs/1610.04120}, year = {2016}, url = {http://arxiv.org/abs/1610.04120}, eprinttype = {arXiv}, eprint = {1610.04120}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BarahonaGMSUWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/MrksicSTGSVWY15, author = {Nikola Mrksic and Diarmuid {\'{O}} S{\'{e}}aghdha and Blaise Thomson and Milica Gasic and Pei{-}hao Su and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Multi-domain Dialog State Tracking using Recurrent Neural Networks}, booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, {ACL} 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers}, pages = {794--799}, publisher = {The Association for Computer Linguistics}, year = {2015}, url = {https://doi.org/10.3115/v1/p15-2130}, doi = {10.3115/V1/P15-2130}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/MrksicSTGSVWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/VandykeSGMWY15, author = {David Vandyke and Pei{-}hao Su and Milica Gasic and Nikola Mrksic and Tsung{-}Hsien Wen and Steve J. Young}, title = {Multi-domain dialogue success classifiers for policy training}, booktitle = {2015 {IEEE} Workshop on Automatic Speech Recognition and Understanding, {ASRU} 2015, Scottsdale, AZ, USA, December 13-17, 2015}, pages = {763--770}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ASRU.2015.7404865}, doi = {10.1109/ASRU.2015.7404865}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/asru/VandykeSGMWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/GasicMSVWY15, author = {Milica Gasic and Nikola Mrksic and Pei{-}hao Su and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Policy committee for adaptation in multi-domain spoken dialogue systems}, booktitle = {2015 {IEEE} Workshop on Automatic Speech Recognition and Understanding, {ASRU} 2015, Scottsdale, AZ, USA, December 13-17, 2015}, pages = {806--812}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ASRU.2015.7404871}, doi = {10.1109/ASRU.2015.7404871}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asru/GasicMSVWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WenGMSVY15, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Pei{-}hao Su and David Vandyke and Steve J. Young}, editor = {Llu{\'{\i}}s M{\`{a}}rquez and Chris Callison{-}Burch and Jian Su and Daniele Pighin and Yuval Marton}, title = {Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems}, booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21, 2015}, pages = {1711--1721}, publisher = {The Association for Computational Linguistics}, year = {2015}, url = {https://doi.org/10.18653/v1/d15-1199}, doi = {10.18653/V1/D15-1199}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/WenGMSVY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GasicKTY15, author = {Milica Gasic and Dongho Kim and Pirros Tsiakoulis and Steve J. Young}, title = {Distributed dialogue policies for multi-domain statistical dialogue management}, booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia, April 19-24, 2015}, pages = {5371--5375}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICASSP.2015.7178997}, doi = {10.1109/ICASSP.2015.7178997}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GasicKTY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/SuVGKMWY15, author = {Pei{-}hao Su and David Vandyke and Milica Gasic and Dongho Kim and Nikola Mrksic and Tsung{-}Hsien Wen and Steve J. Young}, title = {Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems}, booktitle = {{INTERSPEECH} 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015}, pages = {2007--2011}, publisher = {{ISCA}}, year = {2015}, url = {https://doi.org/10.21437/Interspeech.2015-456}, doi = {10.21437/INTERSPEECH.2015-456}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/SuVGKMWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/WenGKMSVY15, author = {Tsung{-}Hsien Wen and Milica Gasic and Dongho Kim and Nikola Mrksic and Pei{-}Hao Su and David Vandyke and Steve J. Young}, title = {Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking}, booktitle = {Proceedings of the {SIGDIAL} 2015 Conference, The 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2-4 September 2015, Prague, Czech Republic}, pages = {275--284}, publisher = {The Association for Computer Linguistics}, year = {2015}, url = {https://doi.org/10.18653/v1/w15-4639}, doi = {10.18653/V1/W15-4639}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/WenGKMSVY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/ChenSG15, author = {Lu Chen and Pei{-}Hao Su and Milica Gasic}, title = {Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management}, booktitle = {Proceedings of the {SIGDIAL} 2015 Conference, The 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2-4 September 2015, Prague, Czech Republic}, pages = {407--411}, publisher = {The Association for Computer Linguistics}, year = {2015}, url = {https://doi.org/10.18653/v1/w15-4653}, doi = {10.18653/V1/W15-4653}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/ChenSG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/SuVGMWY15, author = {Pei{-}Hao Su and David Vandyke and Milica Gasic and Nikola Mrksic and Tsung{-}Hsien Wen and Steve J. Young}, title = {Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems}, booktitle = {Proceedings of the {SIGDIAL} 2015 Conference, The 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2-4 September 2015, Prague, Czech Republic}, pages = {417--421}, publisher = {The Association for Computer Linguistics}, year = {2015}, url = {https://doi.org/10.18653/v1/w15-4655}, doi = {10.18653/V1/W15-4655}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/SuVGMWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MrksicSTGSVWY15, author = {Nikola Mrksic and Diarmuid {\'{O}} S{\'{e}}aghdha and Blaise Thomson and Milica Gasic and Pei{-}hao Su and David Vandyke and Tsung{-}Hsien Wen and Steve J. Young}, title = {Multi-domain Dialog State Tracking using Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1506.07190}, year = {2015}, url = {http://arxiv.org/abs/1506.07190}, eprinttype = {arXiv}, eprint = {1506.07190}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MrksicSTGSVWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WenGMSVY15, author = {Tsung{-}Hsien Wen and Milica Gasic and Nikola Mrksic and Pei{-}hao Su and David Vandyke and Steve J. Young}, title = {Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1508.01745}, year = {2015}, url = {http://arxiv.org/abs/1508.01745}, eprinttype = {arXiv}, eprint = {1508.01745}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WenGMSVY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WenGKMSVY15, author = {Tsung{-}Hsien Wen and Milica Gasic and Dongho Kim and Nikola Mrksic and Pei{-}hao Su and David Vandyke and Steve J. Young}, title = {Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking}, journal = {CoRR}, volume = {abs/1508.01755}, year = {2015}, url = {http://arxiv.org/abs/1508.01755}, eprinttype = {arXiv}, eprint = {1508.01755}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WenGKMSVY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SuVGKMWY15, author = {Pei{-}hao Su and David Vandyke and Milica Gasic and Dongho Kim and Nikola Mrksic and Tsung{-}Hsien Wen and Steve J. Young}, title = {Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1508.03386}, year = {2015}, url = {http://arxiv.org/abs/1508.03386}, eprinttype = {arXiv}, eprint = {1508.03386}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SuVGKMWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SuVGMWY15, author = {Pei{-}hao Su and David Vandyke and Milica Gasic and Nikola Mrksic and Tsung{-}Hsien Wen and Steve J. Young}, title = {Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems}, journal = {CoRR}, volume = {abs/1508.03391}, year = {2015}, url = {http://arxiv.org/abs/1508.03391}, eprinttype = {arXiv}, eprint = {1508.03391}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SuVGMWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/GasicY14, author = {Milica Gasic and Steve J. Young}, title = {Gaussian Processes for POMDP-Based Dialogue Manager Optimization}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {22}, number = {1}, pages = {28--40}, year = {2014}, url = {https://doi.org/10.1109/TASL.2013.2282190}, doi = {10.1109/TASL.2013.2282190}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/GasicY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/TsiakoulisBGHKSTY14, author = {Pirros Tsiakoulis and Catherine Breslin and Milica Gasic and Matthew Henderson and Dongho Kim and Martin Szummer and Blaise Thomson and Steve J. Young}, title = {Dialogue context sensitive HMM-based speech synthesis}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014}, pages = {2554--2558}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICASSP.2014.6854061}, doi = {10.1109/ICASSP.2014.6854061}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/TsiakoulisBGHKSTY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/GasicKTBHSTY14, author = {Milica Gasic and Dongho Kim and Pirros Tsiakoulis and Catherine Breslin and Matthew Henderson and Martin Szummer and Blaise Thomson and Steve J. Young}, editor = {Haizhou Li and Helen M. Meng and Bin Ma and Engsiong Chng and Lei Xie}, title = {Incremental on-line adaptation of POMDP-based dialogue managers to extended domains}, booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014}, pages = {140--144}, publisher = {{ISCA}}, year = {2014}, url = {https://doi.org/10.21437/Interspeech.2014-40}, doi = {10.21437/INTERSPEECH.2014-40}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/GasicKTBHSTY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/KimBTGHY14, author = {Dongho Kim and Catherine Breslin and Pirros Tsiakoulis and Milica Gasic and Matthew Henderson and Steve J. Young}, editor = {Haizhou Li and Helen M. Meng and Bin Ma and Engsiong Chng and Lei Xie}, title = {Inverse reinforcement learning for micro-turn management}, booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014}, pages = {328--332}, publisher = {{ISCA}}, year = {2014}, url = {https://doi.org/10.21437/Interspeech.2014-78}, doi = {10.21437/INTERSPEECH.2014-78}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/KimBTGHY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/TsiakoulisBGHKY14, author = {Pirros Tsiakoulis and Catherine Breslin and Milica Gasic and Matthew Henderson and Dongho Kim and Steve J. Young}, editor = {Haizhou Li and Helen M. Meng and Bin Ma and Engsiong Chng and Lei Xie}, title = {Dialogue context sensitive speech synthesis using factorized decision trees}, booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014}, pages = {2937--2941}, publisher = {{ISCA}}, year = {2014}, url = {https://doi.org/10.21437/Interspeech.2014-200}, doi = {10.21437/INTERSPEECH.2014-200}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/TsiakoulisBGHKY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwsds/YoungBGHKSTTT14, author = {Steve J. Young and Catherine Breslin and Milica Gasic and Matthew Henderson and Dongho Kim and Martin Szummer and Blaise Thomson and Pirros Tsiakoulis and Eli Tzirkel{-}Hancock}, editor = {Alexander I. Rudnicky and Antoine Raux and Ian R. Lane and Teruhisa Misu}, title = {Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments}, booktitle = {Situated Dialog in Speech-Based Human-Computer Interaction, 5th International Workshop on Spoken Dialogue Systems, {IWSDS} 2014, Napa, CA, USA, January 18-20, 2014}, series = {Signals and Communication Technology}, pages = {3--14}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-21834-2\_1}, doi = {10.1007/978-3-319-21834-2\_1}, timestamp = {Wed, 28 Apr 2021 18:56:43 +0200}, biburl = {https://dblp.org/rec/conf/iwsds/YoungBGHKSTTT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/HastieAABBCDGHL14, author = {Helen F. Hastie and Marie{-}Aude Aufaure and Panos Alexopoulos and Hugues Bouchard and Catherine Breslin and Heriberto Cuay{\'{a}}huitl and Nina Dethlefs and Milica Gasic and James Henderson and Oliver Lemon and Xingkun Liu and Peter Mika and Nesrine Ben Mustapha and Tim Potter and Verena Rieser and Blaise Thomson and Pirros Tsiakoulis and Yves Vanrompay and Boris Villaz{\'{o}}n{-}Terrazas and Majid Yazdani and Steve J. Young and Yanchao Yu}, title = {The {PARLANCE} mobile application for interactive search in English and Mandarin}, booktitle = {Proceedings of the {SIGDIAL} 2014 Conference, The 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 18-20 June 2014, Philadelphia, PA, {USA}}, pages = {260--262}, publisher = {The Association for Computer Linguistics}, year = {2014}, url = {https://doi.org/10.3115/v1/w14-4336}, doi = {10.3115/V1/W14-4336}, timestamp = {Mon, 11 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/HastieAABBCDGHL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/KimHGTY14, author = {Dongho Kim and Matthew Henderson and Milica Gasic and Pirros Tsiakoulis and Steve J. Young}, title = {The use of discriminative belief tracking in POMDP-based dialogue systems}, booktitle = {2014 {IEEE} Spoken Language Technology Workshop, {SLT} 2014, South Lake Tahoe, NV, USA, December 7-10, 2014}, pages = {354--359}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/SLT.2014.7078600}, doi = {10.1109/SLT.2014.7078600}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/slt/KimHGTY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/YoungGTW13, author = {Steve J. Young and Milica Gasic and Blaise Thomson and Jason D. Williams}, title = {POMDP-Based Statistical Spoken Dialog Systems: {A} Review}, journal = {Proc. {IEEE}}, volume = {101}, number = {5}, pages = {1160--1179}, year = {2013}, url = {https://doi.org/10.1109/JPROC.2012.2225812}, doi = {10.1109/JPROC.2012.2225812}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/YoungGTW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BreslinGHKSTTY13, author = {Catherine Breslin and Milica Gasic and Matthew Henderson and Dongho Kim and Martin Szummer and Blaise Thomson and Pirros Tsiakoulis and Steve J. Young}, title = {Continuous asr for flexible incremental dialogue}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {8362--8366}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6639296}, doi = {10.1109/ICASSP.2013.6639296}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BreslinGHKSTTY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GasicBHKSTTY13, author = {Milica Gasic and Catherine Breslin and Matthew Henderson and Dongho Kim and Martin Szummer and Blaise Thomson and Pirros Tsiakoulis and Steve J. Young}, title = {On-line policy optimisation of Bayesian spoken dialogue systems via human interaction}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {8367--8371}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6639297}, doi = {10.1109/ICASSP.2013.6639297}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GasicBHKSTTY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/HastieAACDGHLLM13, author = {Helen F. Hastie and Marie{-}Aude Aufaure and Panos Alexopoulos and Heriberto Cuay{\'{a}}huitl and Nina Dethlefs and Milica Gasic and James Henderson and Oliver Lemon and Xingkun Liu and Peter Mika and Nesrine Ben Mustapha and Verena Rieser and Blaise Thomson and Pirros Tsiakoulis and Yves Vanrompay}, title = {Demonstration of the {PARLANCE} system: a data-driven incremental, spoken dialogue system for interactive search}, booktitle = {Proceedings of the {SIGDIAL} 2013 Conference, The 14th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 22-24 August 2013, SUPELEC, Metz, France}, pages = {154--156}, publisher = {The Association for Computer Linguistics}, year = {2013}, url = {https://aclanthology.org/W13-4026/}, timestamp = {Mon, 11 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/HastieAACDGHLLM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/GasicBHKSTTY13, author = {Milica Gasic and Catherine Breslin and Matthew Henderson and Dongho Kim and Martin Szummer and Blaise Thomson and Pirros Tsiakoulis and Steve J. Young}, title = {POMDP-based dialogue manager adaptation to extended domains}, booktitle = {Proceedings of the {SIGDIAL} 2013 Conference, The 14th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 22-24 August 2013, SUPELEC, Metz, France}, pages = {214--222}, publisher = {The Association for Computer Linguistics}, year = {2013}, url = {https://aclanthology.org/W13-4035/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/GasicBHKSTTY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/GasicTHTYTY12, author = {Milica Gasic and Pirros Tsiakoulis and Matthew Henderson and Blaise Thomson and Kai Yu and Eli Tzirkel and Steve J. Young}, title = {The Effect of Cognitive Load on a Statistical Dialogue System}, booktitle = {Proceedings of the {SIGDIAL} 2012 Conference, The 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 5-6 July 2012, Seoul National University, Seoul, South Korea}, pages = {74--78}, publisher = {The Association for Computer Linguistics}, year = {2012}, url = {https://aclanthology.org/W12-1609/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/GasicTHTYTY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/GasicHTTY12, author = {Milica Gasic and Matthew Henderson and Blaise Thomson and Pirros Tsiakoulis and Steve J. Young}, title = {Policy optimisation of POMDP-based dialogue systems without state space compression}, booktitle = {2012 {IEEE} Spoken Language Technology Workshop (SLT), Miami, FL, USA, December 2-5, 2012}, pages = {31--36}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/SLT.2012.6424165}, doi = {10.1109/SLT.2012.6424165}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/slt/GasicHTTY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/ThomsonGHTY12, author = {Blaise Thomson and Milica Gasic and Matthew Henderson and Pirros Tsiakoulis and Steve J. Young}, title = {N-best error simulation for training spoken dialogue systems}, booktitle = {2012 {IEEE} Spoken Language Technology Workshop (SLT), Miami, FL, USA, December 2-5, 2012}, pages = {37--42}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/SLT.2012.6424194}, doi = {10.1109/SLT.2012.6424194}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/slt/ThomsonGHTY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/HendersonGTTYY12, author = {Matthew Henderson and Milica Gasic and Blaise Thomson and Pirros Tsiakoulis and Kai Yu and Steve J. Young}, title = {Discriminative spoken language understanding using word confusion networks}, booktitle = {2012 {IEEE} Spoken Language Technology Workshop (SLT), Miami, FL, USA, December 2-5, 2012}, pages = {176--181}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/SLT.2012.6424218}, doi = {10.1109/SLT.2012.6424218}, timestamp = {Tue, 09 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/slt/HendersonGTTYY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tslp/GasicY11, author = {Milica Gasic and Steve J. Young}, title = {Effective handling of dialogue state in the hidden information state POMDP-based dialogue manager}, journal = {{ACM} Trans. Speech Lang. Process.}, volume = {7}, number = {3}, pages = {4:1--4:28}, year = {2011}, url = {https://doi.org/10.1145/1966407.1966409}, doi = {10.1145/1966407.1966409}, timestamp = {Wed, 25 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tslp/GasicY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/GasicJTYY11, author = {Milica Gasic and Filip Jurc{\'{\i}}cek and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {David Nahamoo and Michael Picheny}, title = {On-line policy optimisation of spoken dialogue systems via live interaction with human subjects}, booktitle = {2011 {IEEE} Workshop on Automatic Speech Recognition {\&} Understanding, {ASRU} 2011, Waikoloa, HI, USA, December 11-15, 2011}, pages = {312--317}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ASRU.2011.6163950}, doi = {10.1109/ASRU.2011.6163950}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/asru/GasicJTYY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/DaubigneyGCGPY11, author = {Lucie Daubigney and Milica Gasic and Senthilkumar Chandramohan and Matthieu Geist and Olivier Pietquin and Steve J. Young}, title = {Uncertainty Management for On-Line Optimisation of a POMDP-Based Large-Scale Spoken Dialogue System}, booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011}, pages = {1301--1304}, publisher = {{ISCA}}, year = {2011}, url = {https://doi.org/10.21437/Interspeech.2011-434}, doi = {10.21437/INTERSPEECH.2011-434}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/DaubigneyGCGPY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/JurcicekKGMTYY11, author = {Filip Jurc{\'{\i}}cek and Simon Keizer and Milica Gasic and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, title = {Real User Evaluation of Spoken Dialogue Systems Using Amazon Mechanical Turk}, booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011}, pages = {3061--3064}, publisher = {{ISCA}}, year = {2011}, url = {https://doi.org/10.21437/Interspeech.2011-766}, doi = {10.21437/INTERSPEECH.2011-766}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/JurcicekKGMTYY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/YoungGKMSTY10, author = {Steve J. Young and Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Jost Schatzmann and Blaise Thomson and Kai Yu}, title = {The Hidden Information State model: {A} practical framework for POMDP-based spoken dialogue management}, journal = {Comput. Speech Lang.}, volume = {24}, number = {2}, pages = {150--174}, year = {2010}, url = {https://doi.org/10.1016/j.csl.2009.04.001}, doi = {10.1016/J.CSL.2009.04.001}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/YoungGKMSTY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/MairesseGJKTYY10, author = {Fran{\c{c}}ois Mairesse and Milica Gasic and Filip Jurc{\'{\i}}cek and Simon Keizer and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {Jan Hajic and Sandra Carberry and Stephen Clark}, title = {Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning}, booktitle = {{ACL} 2010, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, July 11-16, 2010, Uppsala, Sweden}, pages = {1552--1561}, publisher = {The Association for Computer Linguistics}, year = {2010}, url = {https://aclanthology.org/P10-1157/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/MairesseGJKTYY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/JurcicekTKMGYY10, author = {Filip Jurc{\'{\i}}cek and Blaise Thomson and Simon Keizer and Fran{\c{c}}ois Mairesse and Milica Gasic and Kai Yu and Steve J. Young}, editor = {Takao Kobayashi and Keikichi Hirose and Satoshi Nakamura}, title = {Natural belief-critic: a reinforcement algorithm for parameter estimation in statistical spoken dialogue systems}, booktitle = {{INTERSPEECH} 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010}, pages = {90--93}, publisher = {{ISCA}}, year = {2010}, url = {https://doi.org/10.21437/Interspeech.2010-41}, doi = {10.21437/INTERSPEECH.2010-41}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/JurcicekTKMGYY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/KeizerGJMTYY10, author = {Simon Keizer and Milica Gasic and Filip Jurc{\'{\i}}cek and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {Raquel Fern{\'{a}}ndez and Yasuhiro Katagiri and Kazunori Komatani and Oliver Lemon and Mikio Nakano}, title = {Parameter estimation for agenda-based user simulation}, booktitle = {Proceedings of the {SIGDIAL} 2010 Conference, The 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 24-15 September 2010, Tokyo, Japan}, pages = {116--123}, publisher = {The Association for Computer Linguistics}, year = {2010}, url = {https://aclanthology.org/W10-4323/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/KeizerGJMTYY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/GasicJKMTYY10, author = {Milica Gasic and Filip Jurc{\'{\i}}cek and Simon Keizer and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {Raquel Fern{\'{a}}ndez and Yasuhiro Katagiri and Kazunori Komatani and Oliver Lemon and Mikio Nakano}, title = {Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers}, booktitle = {Proceedings of the {SIGDIAL} 2010 Conference, The 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 24-15 September 2010, Tokyo, Japan}, pages = {201--204}, publisher = {The Association for Computer Linguistics}, year = {2010}, url = {https://aclanthology.org/W10-4334/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/GasicJKMTYY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/ThomsonJGKMYY10, author = {Blaise Thomson and Filip Jurc{\'{\i}}cek and Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Kai Yu and Steve J. Young}, editor = {Dilek Hakkani{-}T{\"{u}}r and Mari Ostendorf}, title = {Parameter learning for {POMDP} spoken dialogue models}, booktitle = {2010 {IEEE} Spoken Language Technology Workshop, {SLT} 2010, Berkeley, California, USA, December 12-15, 2010}, pages = {271--276}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/SLT.2010.5700863}, doi = {10.1109/SLT.2010.5700863}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/slt/ThomsonJGKMYY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/ThomsonYKGJMY10, author = {Blaise Thomson and Kai Yu and Simon Keizer and Milica Gasic and Filip Jurc{\'{\i}}cek and Fran{\c{c}}ois Mairesse and Steve J. Young}, editor = {Dilek Hakkani{-}T{\"{u}}r and Mari Ostendorf}, title = {Bayesian dialogue system for the Let's Go Spoken Dialogue Challenge}, booktitle = {2010 {IEEE} Spoken Language Technology Workshop, {SLT} 2010, Berkeley, California, USA, December 12-15, 2010}, pages = {460--465}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/SLT.2010.5700896}, doi = {10.1109/SLT.2010.5700896}, timestamp = {Tue, 09 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/slt/ThomsonYKGJMY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asru/GasicLJKMTYY09, author = {Milica Gasic and Fabrice Lef{\`{e}}vre and Filip Jurc{\'{\i}}cek and Simon Keizer and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, title = {Back-off action selection in summary space-based {POMDP} dialogue systems}, booktitle = {2009 {IEEE} Workshop on Automatic Speech Recognition {\&} Understanding, {ASRU} 2009, Merano/Meran, Italy, December 13-17, 2009}, pages = {456--461}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ASRU.2009.5373416}, doi = {10.1109/ASRU.2009.5373416}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/asru/GasicLJKMTYY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YuTGKMTY09, author = {Kai Yu and Tomoki Toda and Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Blaise Thomson and Steve J. Young}, title = {Probablistic modelling of {F0} in unvoiced regions in {HMM} based speech synthesis}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {3773--3776}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4960448}, doi = {10.1109/ICASSP.2009.4960448}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/YuTGKMTY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MairesseGJKTYY09, author = {Fran{\c{c}}ois Mairesse and Milica Gasic and Filip Jurc{\'{\i}}cek and Simon Keizer and Blaise Thomson and Kai Yu and Steve J. Young}, title = {Spoken language understanding from unaligned data using discriminative classification models}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan}, pages = {4749--4752}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ICASSP.2009.4960692}, doi = {10.1109/ICASSP.2009.4960692}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/MairesseGJKTYY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/JurcicekGKMTYY09, author = {Filip Jurc{\'{\i}}cek and Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, title = {Transformation-based learning for semantic parsing}, booktitle = {{INTERSPEECH} 2009, 10th Annual Conference of the International Speech Communication Association, Brighton, United Kingdom, September 6-10, 2009}, pages = {2719--2722}, publisher = {{ISCA}}, year = {2009}, url = {https://doi.org/10.21437/Interspeech.2009-695}, doi = {10.21437/INTERSPEECH.2009-695}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/JurcicekGKMTYY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/LefevreGJKMTYY09, author = {Fabrice Lef{\`{e}}vre and Milica Gasic and Filip Jurc{\'{\i}}cek and Simon Keizer and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {Patrick G. T. Healey and Roberto Pieraccini and Donna K. Byron and Steve J. Young and Matthew Purver}, title = {k-Nearest Neighbor Monte-Carlo Control Algorithm for POMDP-Based Dialogue Systems}, booktitle = {Proceedings of the {SIGDIAL} 2009 Conference, The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 11-12 September 2009, London, {UK}}, pages = {272--275}, publisher = {The Association for Computer Linguistics}, year = {2009}, url = {https://aclanthology.org/W09-3938/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/LefevreGJKMTYY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/ThomsonGKMSYY08, author = {Blaise Thomson and Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Jost Schatzmann and Kai Yu and Steve J. Young}, title = {User study of the Bayesian update of dialogue state approach to dialogue management}, booktitle = {{INTERSPEECH} 2008, 9th Annual Conference of the International Speech Communication Association, Brisbane, Australia, September 22-26, 2008}, pages = {483--486}, publisher = {{ISCA}}, year = {2008}, url = {https://doi.org/10.21437/Interspeech.2008-81}, doi = {10.21437/INTERSPEECH.2008-81}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/ThomsonGKMSYY08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/ThomsonYGKMSY08, author = {Blaise Thomson and Kai Yu and Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Jost Schatzmann and Steve J. Young}, title = {Evaluating semantic-level confidence scores with multiple hypotheses}, booktitle = {{INTERSPEECH} 2008, 9th Annual Conference of the International Speech Communication Association, Brisbane, Australia, September 22-26, 2008}, pages = {1153--1156}, publisher = {{ISCA}}, year = {2008}, url = {https://doi.org/10.21437/Interspeech.2008-350}, doi = {10.21437/INTERSPEECH.2008-350}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/ThomsonYGKMSY08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigdial/GasicKMSTYY08, author = {Milica Gasic and Simon Keizer and Fran{\c{c}}ois Mairesse and Jost Schatzmann and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {David Schlangen and Beth Ann Hockey}, title = {Training and Evaluation of the {HIS} {POMDP} Dialogue System in Noise}, booktitle = {Proceedings of the {SIGDIAL} 2008 Workshop, The 9th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 19-20 June 2008, Ohio State University, Columbus, Ohio, {USA}}, pages = {112--119}, publisher = {The Association for Computer Linguistics}, year = {2008}, url = {https://aclanthology.org/W08-0119/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigdial/GasicKMSTYY08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/KeizerGMTYY08, author = {Simon Keizer and Milica Gasic and Fran{\c{c}}ois Mairesse and Blaise Thomson and Kai Yu and Steve J. Young}, editor = {Amitava Das and Srinivas Bangalore}, title = {Modelling user behaviour in the {HIS-POMDP} dialogue manager}, booktitle = {2008 {IEEE} Spoken Language Technology Workshop, {SLT} 2008, Goa, India, December 15-19, 2008}, pages = {121--124}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/SLT.2008.4777855}, doi = {10.1109/SLT.2008.4777855}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/slt/KeizerGMTYY08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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