Comparison of microaggregation approaches on anonymized data quality. - Jun-Lin Lin; Pei-Chann Chang; Julie Yu-Chih Liu; Tsung-Hsien Wen (Expert Syst. Appl., 2010)

Density-based microaggregation for statistical disclosure control. - Jun-Lin Lin; Tsung-Hsien Wen; Jui-Chien Hsieh; Pei-Chann Chang (Expert Syst. Appl., 2010)

Interactive Spoken Content Retrieval with Different Types of Actions Optimized By a Markov Decision Process. - Tsung-Hsien Wen; Hung-yi Lee; Lin-Shan Lee (INTERSPEECH, 2012)

Improved semantic retrieval of spoken content by language models enhanced with acoustic similarity graph. - Hung-yi Lee; Tsung-Hsien Wen; Lin-Shan Lee (SLT, 2012)

Personalized language modeling by crowd sourcing with social network data for voice access of cloud applications. - Tsung-Hsien Wen; Hung-yi Lee; Tai-Yuan Chen; Lin-Shan Lee (SLT, 2012)

Interactive spoken content retrieval by extended query model and continuous state space Markov Decision Process. - Tsung-Hsien Wen; Hung-yi Lee; Pei-hao Su; Lin-Shan Lee (ICASSP, 2013)

A recursive dialogue game framework with optimal Policy offering personalized computer-assisted language learning. - Pei-hao Su; Yow-Bang Wang; Tsung-Hsien Wen; Tien-han Yu; Lin-Shan Lee (INTERSPEECH, 2013)

Recurrent neural network based language model personalization by social network crowdsourcing. - Tsung-Hsien Wen; Aaron Heidel; Hung-yi Lee; Yu Tsao 001; Lin-Shan Lee (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)

Learning Domain-Independent Dialogue Policies via Ontology Parameterisation. - Zhuoran Wang; Tsung-Hsien Wen; Pei-Hao Su; Yannis Stylianou (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)

Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. - Lina Maria Rojas-Barahona; Milica Gasic; Nikola Mrksic; Pei-Hao Su; Stefan Ultes; Tsung-Hsien Wen; Steve J. Young (COLING, 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)

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)

Neural Belief Tracker: Data-Driven Dialogue State Tracking. - Nikola Mrksic; Diarmuid Ó Séaghdha; Tsung-Hsien Wen; Blaise Thomson; Steve J. Young (ACL (1), 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 (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)

Latent Intention Dialogue Models. - Tsung-Hsien Wen; Yishu Miao; Phil Blunsom; Steve J. Young (ICML, 2017)

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. - Stefan Ultes; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Tsung-Hsien Wen; Milica Gasic; Steve J. Young (INTERSPEECH, 2017)

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. - Pawel Budzianowski; Stefan Ultes; Pei-Hao Su; Nikola Mrksic; Tsung-Hsien Wen; Iñigo Casanueva; Lina Maria Rojas-Barahona; Milica Gasic (SIGDIAL Conference, 2017)

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. - Stefan Ultes; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Tsung-Hsien Wen; Milica Gasic; Steve J. Young (SIGDIAL Conference, 2017)

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management. - Iñigo Casanueva; Pawel Budzianowski; Pei-Hao Su; Nikola Mrksic; Tsung-Hsien Wen; Stefan Ultes; Lina Maria Rojas-Barahona; Steve J. Young; Milica Gasic (CoRR, 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)

Personalizing Recurrent-Neural-Network-Based Language Model by Social Network. - Hung-yi Lee; Bo-Hsiang Tseng; Tsung-Hsien Wen; Yu Tsao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. - Pawel Budzianowski; Tsung-Hsien Wen; Bo-Hsiang Tseng; Iñigo Casanueva; Stefan Ultes; Osman Ramadan; Milica Gasic (EMNLP, 2018)

Latent Topic Conversational Models. - Tsung-Hsien Wen; Minh-Thang Luong (CoRR, 2018)

Interactive Spoken Content Retrieval by Deep Reinforcement Learning. - Hung-yi Lee; Pei-Hung Chung; Yen-Chen Wu; Tzu-Hsiang Lin; Tsung-Hsien Wen (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Recurrent neural network language generation for dialogue systems. - Tsung-Hsien Wen (2018)

Training Neural Response Selection for Task-Oriented Dialogue Systems. - Matthew Henderson; Ivan Vulic; Daniela Gerz; Iñigo Casanueva; Pawel Budzianowski; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (ACL (1), 2019)

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. - Matthew Henderson; Ivan Vulic; Iñigo Casanueva; Pawel Budzianowski; Daniela Gerz; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (EMNLP/IJCNLP (3), 2019)

Data Collection and End-to-End Learning for Conversational AI. - Tsung-Hsien Wen; Pei-Hao Su; Pawel Budzianowski; Iñigo Casanueva; Ivan Vulic (EMNLP/IJCNLP (2), 2019)

User-aware conversational agents. - Q. Vera Liao; Michal Shmueli-Scheuer; Tsung-Hsien (Shawn) Wen; Zhou Yu 005 (IUI Companion, 2019)

A Repository of Conversational Datasets. - Matthew Henderson; Pawel Budzianowski; Iñigo Casanueva; Sam Coope; Daniela Gerz; Girish Kumar; Nikola Mrksic; Georgios Spithourakis; Pei-Hao Su; Ivan Vulic; Tsung-Hsien Wen (CoRR, 2019)

ConveRT: Efficient and Accurate Conversational Representations from Transformers. - Matthew Henderson; Iñigo Casanueva; Nikola Mrksic; Pei-Hao Su; Tsung-Hsien Wen; Ivan Vulic (EMNLP (Findings), 2020)

Recurrent neural network language generation for spoken dialogue systems. - Tsung-Hsien Wen; Steve J. Young (Comput. Speech Lang., 2020)

Multilingual and Cross-Lingual Intent Detection from Spoken Data. - Daniela Gerz; Pei-Hao Su; Razvan Kusztos; Avishek Mondal; Michal Lis; Eshan Singhal; Nikola Mrksic; Tsung-Hsien Wen; Ivan Vulic (EMNLP (1), 2021)

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. - Ivan Vulic; Pei-Hao Su; Samuel Coope; Daniela Gerz; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Tsung-Hsien Wen (EMNLP (1), 2021)

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. - Ivan Vulic; Iñigo Casanueva; Georgios Spithourakis; Avishek Mondal; Tsung-Hsien Wen; Pawel Budzianowski (EMNLP, 2022)

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. - Evgeniia Razumovskaia; Ivan Vulic; Pavle Markovic; Tomasz Cichy; Qian Zheng; Tsung-Hsien Wen; Pawel Budzianowski (EMNLP (Findings), 2024)