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Transformer Uncertainty Estimation with Hierarchical Stochastic Attention


Dec 27, 2021
Jiahuan Pei, Cheng Wang, György Szarvas

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* AAAI 2022 

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Pre-trained Language Models in Biomedical Domain: A Systematic Survey


Oct 12, 2021
Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie fu

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* 46 pages 

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M^2-MedDialog: A Dataset and Benchmarks for Multi-domain Multi-service Medical Dialogues


Sep 08, 2021
Guojun Yan, Jiahuan Pei, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Huasheng Liang

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A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles


Feb 16, 2021
Jiahuan Pei, Pengjie Ren, Maarten de Rijke

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* In Proceedings of the Web Conference 2021 (WWW '21), April 19-23, 2021, Ljubljana, Slovenia. ACM, New York, NY, USA, 10 pages 

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Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation


Nov 19, 2019
Jiahuan Pei, Pengjie Ren, Christof Monz, Maarten de Rijke

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A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts


Jul 10, 2019
Jiahuan Pei, Pengjie Ren, Maarten de Rijke

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* Proceedings of the 2019 SIGIR Workshop WCIS: Workshop on Conversational Interaction Systems 

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SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection


Jun 20, 2019
Jiahuan Pei, Arent Stienstra, Julia Kiseleva, Maarten de Rijke

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* Proceedings of the 2019 IJCAI Workshop SCAI: The 4th International Workshop on Search-Oriented Conversational AI 

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