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GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection

Wanwei He , Yinpei Dai , Yinhe Zheng , Yuchuan Wu , Zheng Cao , Dermot Liu , Peng Jiang , Min Yang , Fei Huang , Luo Si , Jian Sun , Yongbin Li

* 7 pages, 5 figures. Accepted by AAAI 2022 

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Task-Oriented Dialogue System as Natural Language Generation

Weizhi Wang , Zhirui Zhang , Junliang Guo , Yinpei Dai , Boxing Chen , Weihua Luo

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Transferable Dialogue Systems and User Simulators

Bo-Hsiang Tseng , Yinpei Dai , Florian Kreyssig , Bill Byrne

* Accepted by ACL-IJCNLP 2021 

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Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking

Yinpei Dai , Hangyu Li , Yongbin Li , Jian Sun , Fei Huang , Luo Si , Xiaodan Zhu

* 7 pages, 2 figures, accepted to ACL21 

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A Survey on Dialog Management: Recent Advances and Challenges

Yinpei Dai , Huihua Yu , Yixuan Jiang , Chengguang Tang , Yongbin Li , Jian Sun

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Elastic CRFs for Open-ontology Slot Filling

Yinpei Dai , Yichi Zhang , Zhijian Ou , Yanmeng Wang , Junlan Feng

* 5 pages 

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Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy

Lina Rojas-Barahona , Bo-Hsiang Tseng , Yinpei Dai , Clare Mansfield , Osman Ramadan , Stefan Ultes , Michael Crawford , Milica Gasic

* Accepted for publication at LOUHI 2018: The Ninth International Workshop on Health Text Mining and Information Analysis 

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Tracking of enriched dialog states for flexible conversational information access

Yinpei Dai , Zhijian Ou , Dawei Ren , Pengfei Yu

* 5 pages, 2 figures, accepted by ICASSP2018 

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