TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles - Yinhong Liu; Yimai Fang; David Vandyke; Nigel Collier (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles - Yinhong Liu; Yimai Fang; David Vandyke; Nigel Collier (CoRR, 2024)

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association - Smaranda Muresan; Vivian Chen; Casey Kennington; David Vandyke; Nina Dethlefs; Koji Inoue; Erik Ekstedt; Stefan Ultes (Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, ALTA 2023, Melbourne, Australia, November 29 - December 1, 2023, 2023)

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, ALTA 2023, Melbourne, Australia, November 29 - December 1, 2023 - Smaranda Muresan; Vivian Chen; Casey Kenningto; David Vandyke; Nina Dethlefs; Koji Inoue; Erik Ekstedt; Stefan Ultes (Association for Computational Linguistics, 2023)

Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer - Benjamin Muller; Deepanshu Gupta; Jean-Philippe Fauconnier; Siddharth Patwardhan; David Vandyke; Sachin Agarwal (Transfer Learning for Natural Language Processing Workshop, 03 December 2022, New Orleans, Louisiana, USA, 2022)

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2022, Edinburgh, UK, 07-09 September 2022 - Oliver Lemon; Dilek Hakkani-Tür; Junyi Jessy Li; Arash Ashrafzadeh; Daniel Hernández García; Malihe Alikhani; David Vandyke; Ondrej Dusek (Association for Computational Linguistics, 2022)

Prompting for a conversation: How to control a dialog model? - Josef Valvoda; Yimai Fang; David Vandyke (CoRR, 2022)

Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer - Benjamin Muller; Deepanshu Gupta; Siddharth Patwardhan; Jean-Philippe Fauconnier; David Vandyke; Sachin Agarwal (CoRR, 2022)

Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation - Yixuan Su; David Vandyke; Simon Baker; Yan Wang; Nigel Collier (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

Non-Autoregressive Text Generation with Pre-trained Language Models - Yixuan Su; Deng Cai; Yan Wang; David Vandyke; Simon Baker; Piji Li; Nigel Collier (Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021, 2021)

Plan-then-Generate: Controlled Data-to-Text Generation via Planning - Yixuan Su; David Vandyke; Sihui Wang; Yimai Fang; Nigel Collier (Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, 2021)

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue - Haizhou Li; Gina-Anne Levow; Zhou Yu; Chitralekha Gupta; Berrak Sisman; Siqi Cai; David Vandyke; Nina Dethlefs; Yan Wu; Junyi Jessy Li (Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July 29-31, 2021, 2021)

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July 29-31, 2021 - Haizhou Li; Gina-Anne Levow; Zhou Yu; Chitralekha Gupta; Berrak Sisman; Siqi Cai; David Vandyke; Nina Dethlefs; Yan Wu; Junyi Jessy Li (Association for Computational Linguistics, 2021)

Non-Autoregressive Text Generation with Pre-trained Language Models - Yixuan Su; Deng Cai; Yan Wang; David Vandyke; Simon Baker; Piji Li; Nigel Collier (CoRR, 2021)

Plan-then-Generate: Controlled Data-to-Text Generation via Planning - Yixuan Su; David Vandyke; Sihui Wang; Yimai Fang; Nigel Collier (CoRR, 2021)

A Generative Model for Joint Natural Language Understanding and Generation - Bo-Hsiang Tseng; Jianpeng Cheng; Yimai Fang; David Vandyke (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2020, 1st virtual meeting, July 1-3, 2020 - Olivier Pietquin; Smaranda Muresan; Vivian Chen; Casey Kennington; David Vandyke; Nina Dethlefs; Koji Inoue; Erik Ekstedt; Stefan Ultes (Association for Computational Linguistics, 2020)

A Generative Model for Joint Natural Language Understanding and Generation - Bo-Hsiang Tseng; Jianpeng Cheng; Yimai Fang; David Vandyke (CoRR, 2020)

Dialogue manager domain adaptation using Gaussian process reinforcement learning - Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (Comput. Speech Lang., 2017)

PyDial: A Multi-domain Statistical Dialogue System Toolkit - Stefan Ultes; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Dongho Kim; Iñigo Casanueva; Pawel Budzianowski; Nikola Mrksic; Tsung-Hsien Wen; Milica Gasic; Steve J. Young (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, System Demonstrations, 2017)

A Network-based End-to-End Trainable Task-oriented Dialogue System - Tsung-Hsien Wen; David Vandyke; Nikola Mrksic; Milica Gasic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; Steve J. Young (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, 2017)

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems - Pei-Hao Su; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Conditional Generation and Snapshot Learning in Neural Dialogue Systems - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Steve J. Young (Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016, 2016)

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Steve J. Young (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, 2016)

Counter-fitting Word Vectors to Linguistic Constraints - Nikola Mrksic; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gasic; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Tsung-Hsien Wen; Steve J. Young (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, 2016)

Towards Using Conversations with Spoken Dialogue Systems in the Automated Assessment of Non-Native Speakers of English - Diane J. Litman; Steve J. Young; Mark J. F. Gales; Kate M. Knill; Karen Ottewell; Rogier C. van Dalen; David Vandyke (Proceedings of the SIGDIAL 2016 Conference, The 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 13-15 September 2016, Los Angeles, CA, USA, 2016)

Counter-fitting Word Vectors to Linguistic Constraints - Nikola Mrksic; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gasic; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Tsung-Hsien Wen; Steve J. Young (CoRR, 2016)

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-hao Su; David Vandyke; Steve J. Young (CoRR, 2016)

A Network-based End-to-End Trainable Task-oriented Dialogue System - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Steve J. Young (CoRR, 2016)

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems - Pei-Hao Su; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (CoRR, 2016)

Continuously Learning Neural Dialogue Management - Pei-Hao Su; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (CoRR, 2016)

Conditional Generation and Snapshot Learning in Neural Dialogue Systems - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Steve J. Young (CoRR, 2016)

Dialogue manager domain adaptation using Gaussian process reinforcement learning - Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (CoRR, 2016)

Multi-domain Dialog State Tracking using Recurrent Neural Networks - Nikola Mrksic; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gasic; Pei-hao Su; David Vandyke; Tsung-Hsien Wen; Steve J. Young (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, 2015)

Multi-domain dialogue success classifiers for policy training - David Vandyke; Pei-hao Su; Milica Gasic; Nikola Mrksic; Tsung-Hsien Wen; Steve J. Young (2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015, Scottsdale, AZ, USA, December 13-17, 2015, 2015)

Policy committee for adaptation in multi-domain spoken dialogue systems - Milica Gasic; Nikola Mrksic; Pei-hao Su; David Vandyke; Tsung-Hsien Wen; Steve J. Young (2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015, Scottsdale, AZ, USA, December 13-17, 2015, 2015)

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Pei-hao Su; David Vandyke; Steve J. Young (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems - Pei-hao Su; David Vandyke; Milica Gasic; Dongho Kim; Nikola Mrksic; Tsung-Hsien Wen; Steve J. Young (16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015, Dresden, Germany, September 6-10, 2015, 2015)

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking - Tsung-Hsien Wen; Milica Gasic; Dongho Kim; Nikola Mrksic; Pei-Hao Su; David Vandyke; Steve J. Young (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, 2015)

Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems - Pei-Hao Su; David Vandyke; Milica Gasic; Nikola Mrksic; Tsung-Hsien Wen; Steve J. Young (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, 2015)

Multi-domain Dialog State Tracking using Recurrent Neural Networks - Nikola Mrksic; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gasic; Pei-hao Su; David Vandyke; Tsung-Hsien Wen; Steve J. Young (CoRR, 2015)

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Pei-hao Su; David Vandyke; Steve J. Young (CoRR, 2015)

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking - Tsung-Hsien Wen; Milica Gasic; Dongho Kim; Nikola Mrksic; Pei-hao Su; David Vandyke; Steve J. Young (CoRR, 2015)

Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems - Pei-hao Su; David Vandyke; Milica Gasic; Dongho Kim; Nikola Mrksic; Tsung-Hsien Wen; Steve J. Young (CoRR, 2015)

Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems - Pei-hao Su; David Vandyke; Milica Gasic; Nikola Mrksic; Tsung-Hsien Wen; Steve J. Young (CoRR, 2015)

Depression Detection & Emotion Classification via Data-Driven Glottal Waveforms - David Vandyke (2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, Geneva, Switzerland, September 2-5, 2013, 2013)

Voice source waveforms for utterance level speaker identification using support vector machines - David Vandyke; Michael Wagner; Roland Goecke (8th International Conference on Information Technology in Asia, CITA 2013, Kota Samarahan, Malaysia, July 1-4, 2013, 2013)

R-norm: improving inter-speaker variability modelling at the score level via regression score normalisation - David Vandyke; Michael Wagner; Roland Goecke (14th Annual Conference of the International Speech Communication Association, INTERSPEECH 2013, Lyon, France, August 25-29, 2013, 2013)