Tsung-Hsien Wen

70 papers A* 5A 5B 1C 2Misc 1Journal 33Unranked 21

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. EMNLP (Findings) Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski
2023	J	`jnl`	Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. CoRR Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski
2022	A*	`conf`	Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. EMNLP Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski
2021	—	`conf`	ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. EMNLP (1) Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021	J	`jnl`	ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. CoRR Ivan Vulic, Pei-Hao Su, Sam Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021	—	`conf`	Multilingual and Cross-Lingual Intent Detection from Spoken Data. EMNLP (1) Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
2021	J	`jnl`	Multilingual and Cross-Lingual Intent Detection from Spoken Data. CoRR Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
2020	—	`conf`	ConveRT: Efficient and Accurate Conversational Representations from Transformers. EMNLP (Findings) Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic
2020	—	`ed.`	Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, ACL 2020, Online, July 5-10, 2020 ACL (demo) Asli Celikyilmaz, Tsung-Hsien Wen
2020	J	`jnl`	Recurrent neural network language generation for spoken dialogue systems. Comput. Speech Lang. Tsung-Hsien Wen, Steve J. Young
2019	J	`jnl`	A Repository of Conversational Datasets. CoRR Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen
2019	J	`jnl`	ConveRT: Efficient and Accurate Conversational Representations from Transformers. CoRR Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic
2019	—	`conf`	Data Collection and End-to-End Learning for Conversational AI. EMNLP/IJCNLP (2) Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iñigo Casanueva, Ivan Vulic
2019	—	`conf`	PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. EMNLP/IJCNLP (3) Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	J	`jnl`	PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. CoRR Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	—	`conf`	Training Neural Response Selection for Task-Oriented Dialogue Systems. ACL (1) Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019	J	`jnl`	Training Neural Response Selection for Task-Oriented Dialogue Systems. CoRR Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2018	J	`jnl`	Interactive Spoken Content Retrieval by Deep Reinforcement Learning. IEEE ACM Trans. Audio Speech Lang. Process. Hung-yi Lee, Pei-Hung Chung, Yen-Chen Wu, Tzu-Hsiang Lin, Tsung-Hsien Wen
2018	J	`jnl`	Latent Topic Conversational Models. CoRR Tsung-Hsien Wen, Minh-Thang Luong
2018	A*	`conf`	MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. EMNLP Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
2018	J	`jnl`	MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. CoRR Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic
2018	—	`—`	Recurrent neural network language generation for dialogue systems. Tsung-Hsien Wen
2017	J	`jnl`	A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management. CoRR Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Stefan Ultes, Lina Maria Rojas-Barahona, Steve J. Young, Milica Gasic
2017	—	`conf`	A Network-based End-to-End Trainable Task-oriented Dialogue System. EACL (1) Tsung-Hsien Wen, David Vandyke, Nikola Mrksic, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve J. Young
2017	J	`jnl`	Dialogue manager domain adaptation using Gaussian process reinforcement learning. Comput. Speech Lang. Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2017	A	`conf`	Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. INTERSPEECH Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	A*	`conf`	Latent Intention Dialogue Models. ICML Tsung-Hsien Wen, Yishu Miao, Phil Blunsom, Steve J. Young
2017	J	`jnl`	Latent Intention Dialogue Models. CoRR Tsung-Hsien Wen, Yishu Miao, Phil Blunsom, Steve J. Young
2017	—	`conf`	Neural Belief Tracker: Data-Driven Dialogue State Tracking. ACL (1) Nikola Mrksic, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, Steve J. Young
2017	J	`jnl`	Personalizing Recurrent-Neural-Network-Based Language Model by Social Network. IEEE ACM Trans. Audio Speech Lang. Process. Hung-yi Lee, Bo-Hsiang Tseng, Tsung-Hsien Wen, Yu Tsao
2017	—	`conf`	PyDial: A Multi-domain Statistical Dialogue System Toolkit. ACL (System Demonstrations) 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
2017	—	`conf`	Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. SIGDIAL Conference Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	J	`jnl`	Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. CoRR Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young
2017	—	`conf`	Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. SIGDIAL Conference Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
2017	J	`jnl`	Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. CoRR Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic
2016	J	`jnl`	A Network-based End-to-End Trainable Task-oriented Dialogue System. CoRR Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
2016	A*	`conf`	Conditional Generation and Snapshot Learning in Neural Dialogue Systems. EMNLP Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
2016	J	`jnl`	Conditional Generation and Snapshot Learning in Neural Dialogue Systems. CoRR Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young
2016	J	`jnl`	Continuously Learning Neural Dialogue Management. CoRR Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016	—	`conf`	Counter-fitting Word Vectors to Linguistic Constraints. HLT-NAACL Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016	J	`jnl`	Counter-fitting Word Vectors to Linguistic Constraints. CoRR Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016	J	`jnl`	Dialogue manager domain adaptation using Gaussian process reinforcement learning. CoRR Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016	B	`conf`	Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. COLING Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young
2016	J	`jnl`	Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. CoRR Lina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young
2016	—	`conf`	Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. HLT-NAACL Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young
2016	J	`jnl`	Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. CoRR Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve J. Young
2016	J	`jnl`	Neural Belief Tracker: Data-Driven Dialogue State Tracking. CoRR Nikola Mrksic, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, Steve J. Young
2016	—	`conf`	On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. ACL (1) Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2016	J	`jnl`	On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. CoRR Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015	—	`conf`	Learning Domain-Independent Dialogue Policies via Ontology Parameterisation. SIGDIAL Conference Zhuoran Wang, Tsung-Hsien Wen, Pei-Hao Su, Yannis Stylianou
2015	J	`jnl`	Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems. CoRR Pei-Hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015	A	`conf`	Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems. INTERSPEECH Pei-Hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015	—	`conf`	Multi-domain Dialog State Tracking using Recurrent Neural Networks. ACL (2) Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015	J	`jnl`	Multi-domain Dialog State Tracking using Recurrent Neural Networks. CoRR Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015	C	`conf`	Multi-domain dialogue success classifiers for policy training. ASRU David Vandyke, Pei-Hao Su, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015	C	`conf`	Policy committee for adaptation in multi-domain spoken dialogue systems. ASRU Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young
2015	—	`conf`	Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems. SIGDIAL Conference Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015	J	`jnl`	Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems. CoRR Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young
2015	A*	`conf`	Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems. EMNLP Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015	J	`jnl`	Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems. CoRR Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015	—	`conf`	Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking. SIGDIAL Conference Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015	J	`jnl`	Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking. CoRR Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2013	A	`conf`	A recursive dialogue game framework with optimal Policy offering personalized computer-assisted language learning. INTERSPEECH Pei-Hao Su, Yow-Bang Wang, Tsung-Hsien Wen, Tien-han Yu, Lin-Shan Lee
2013	Misc	`conf`	Interactive spoken content retrieval by extended query model and continuous state space Markov Decision Process. ICASSP Tsung-Hsien Wen, Hung-yi Lee, Pei-Hao Su, Lin-Shan Lee
2013	A	`conf`	Recurrent neural network based language model personalization by social network crowdsourcing. INTERSPEECH Tsung-Hsien Wen, Aaron Heidel, Hung-yi Lee, Yu Tsao, Lin-Shan Lee
2012	—	`conf`	Improved semantic retrieval of spoken content by language models enhanced with acoustic similarity graph. SLT Hung-yi Lee, Tsung-Hsien Wen, Lin-Shan Lee
2012	A	`conf`	Interactive Spoken Content Retrieval with Different Types of Actions Optimized By a Markov Decision Process. INTERSPEECH Tsung-Hsien Wen, Hung-yi Lee, Lin-Shan Lee
2012	—	`conf`	Personalized language modeling by crowd sourcing with social network data for voice access of cloud applications. SLT Tsung-Hsien Wen, Hung-yi Lee, Tai-Yuan Chen, Lin-Shan Lee
2010	J	`jnl`	Comparison of microaggregation approaches on anonymized data quality. Expert Syst. Appl. Jun-Lin Lin, Pei-Chann Chang, Julie Yu-Chih Liu, Tsung-Hsien Wen
2010	J	`jnl`	Density-based microaggregation for statistical disclosure control. Expert Syst. Appl. Jun-Lin Lin, Tsung-Hsien Wen, Jui-Chien Hsieh, Pei-Chann Chang