Researcher profile

Tsung-Hsien Wen

6 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Counter-fitting Word Vectors to Linguistic Constraints

    2016

    Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gašić, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve Young. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational …

  2. MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

    2018

    Paweł Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gašić. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. 2018.

  3. Training Neural Response Selection for Task-Oriented Dialogue Systems

    2019 · arXiv (Cornell University)

    Despite their popularity in the chatbot literature, retrieval-based models have had modest impact on task-oriented dialogue systems, with the main obstacle to their application being the low-data regime of most task-oriented dialogue tasks. Inspired by …

  4. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

    2015 · arXiv (Cornell University)

    Natural language generation (NLG) is a critical component of spoken dialogue and it has a significant impact both on usability and perceived quality. Most NLG systems in common use employ rules and heuristics and tend …

  5. Conditional Generation and Snapshot Learning in Neural Dialogue Systems

    2016

    Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. 2016.

  6. A Network-based End-to-End Trainable Task-oriented Dialogue System

    2017

    Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, Milica Gašić, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, Steve Young. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long …