Depression Detection & Emotion Classification via Data-Driven Glottal Waveforms. - David Vandyke (ACII, 2013)

Voice source waveforms for utterance level speaker identification using support vector machines. - David Vandyke; Michael Wagner 004; Roland Goecke (CITA, 2013)

R-norm: improving inter-speaker variability modelling at the score level via regression score normalisation. - David Vandyke; Michael Wagner 004; Roland Goecke (INTERSPEECH, 2013)

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 (ACL (2), 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 (ASRU, 2015)

Multi-domain dialogue success classifiers for policy training. - David Vandyke; Pei-hao Su; Milica Gasic; Nikola Mrksic; Tsung-Hsien Wen; Steve J. Young (ASRU, 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 (EMNLP, 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 (INTERSPEECH, 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 (SIGDIAL Conference, 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 (SIGDIAL Conference, 2015)

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 (ACL (1), 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 (EMNLP, 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 (HLT-NAACL, 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 (HLT-NAACL, 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 (SIGDIAL Conference, 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)

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 (ACL (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 (EACL (1), 2017)

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)

A Generative Model for Joint Natural Language Understanding and Generation. - Bo-Hsiang Tseng; Jianpeng Cheng 001; Yimai Fang; David Vandyke (ACL, 2020)

Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. - Yixuan Su; David Vandyke; Simon Baker; Yan Wang 060; Nigel Collier (ACL/IJCNLP (Findings), 2021)

Non-Autoregressive Text Generation with Pre-trained Language Models. - Yixuan Su; Deng Cai 002; Yan Wang 060; David Vandyke; Simon Baker; Piji Li; Nigel Collier (EACL, 2021)

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

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. - Haizhou Li 001; Gina-Anne Levow; Zhou Yu; Chitralekha Gupta; Berrak Sisman; Siqi Cai 002; David Vandyke; Nina Dethlefs; Yan Wu 002; Junyi Jessy Li (SIGDIAL, 2021)

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 007 (TL4NLP, 2022)

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

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 (ALTA, 2023)

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