Tsung-Hsien Wen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
10
Active years
2012–2024
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | EMNLP | 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 |
| 2022 | EMNLP | Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. | Ivan Vulic, Iigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski |
| 2021 | EMNLP | 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 |
| 2021 | EMNLP | ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. | Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen |
| 2020 | EMNLP | ConveRT: Efficient and Accurate Conversational Representations from Transformers. | Matthew Henderson, Iigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic |
| 2019 | ACL | Training Neural Response Selection for Task-Oriented Dialogue Systems. | Matthew Henderson, Ivan Vulic, Daniela Gerz, Iigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | EMNLP | PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. | Matthew Henderson, Ivan Vulic, Iigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su |
| 2019 | EMNLP | Data Collection and End-to-End Learning for Conversational AI. | Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iigo Casanueva, Ivan Vulic |
| 2018 | EMNLP | MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. | Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic |
| 2017 | ACL | Neural Belief Tracker: Data-Driven Dialogue State Tracking. | Nikola Mrksic, Diarmuid Saghdha, Tsung-Hsien Wen, Blaise Thomson, Steve J. Young |
| 2017 | ACL | PyDial: A Multi-domain Statistical Dialogue System Toolkit. | Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2017 | EACL | 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 |
| 2017 | ICML | Latent Intention Dialogue Models. | Tsung-Hsien Wen, Yishu Miao, Phil Blunsom, Steve J. Young |
| 2017 | Interspeech | Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2017 | SIGdial | Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. | Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic |
| 2017 | SIGdial | Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. | Stefan Ultes, Pawel Budzianowski, Iigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young |
| 2016 | ACL | 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 |
| 2016 | COLING | 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 |
| 2016 | EMNLP | 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 |
| 2016 | NAACL | Counter-fitting Word Vectors to Linguistic Constraints. | Nikola Mrksic, Diarmuid Saghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2016 | NAACL | 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 |
| 2015 | ACL | Multi-domain Dialog State Tracking using Recurrent Neural Networks. | Nikola Mrksic, Diarmuid Saghdha, Blaise Thomson, Milica Gasic, Pei-hao Su, David Vandyke, Tsung-Hsien Wen, Steve J. Young |
| 2015 | ASRU | 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 | ASRU | Multi-domain dialogue success classifiers for policy training. | David Vandyke, Pei-hao Su, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young |
| 2015 | EMNLP | 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 |
| 2015 | Interspeech | 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 |
| 2015 | SIGdial | 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 |
| 2015 | SIGdial | Learning Domain-Independent Dialogue Policies via Ontology Parameterisation. | Zhuoran Wang, Tsung-Hsien Wen, Pei-Hao Su, Yannis Stylianou |
| 2015 | SIGdial | 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 |
| 2013 | ICASSP | 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 |
| 2013 | Interspeech | 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 |
| 2013 | Interspeech | Recurrent neural network based language model personalization by social network crowdsourcing. | Tsung-Hsien Wen, Aaron Heidel, Hung-yi Lee, Yu Tsao, Lin-Shan Lee |
| 2012 | Interspeech | Interactive Spoken Content Retrieval with Different Types of Actions Optimized By a Markov Decision Process. | Tsung-Hsien Wen, Hung-yi Lee, Lin-Shan Lee |