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A Data-driven Approach to Estimate User Satisfaction in Multi-turn Dialogues


Mar 01, 2021
Ziming Li, Dookun Park, Julia Kiseleva, Young-Bum Kim, Sungjin Lee

* 12 pages 

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What Makes a Good Summary? Reconsidering the Focus of Automatic Summarization


Dec 14, 2020
Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke


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ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)


Sep 23, 2020
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev


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Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems


Sep 21, 2020
Ziming Li, Julia Kiseleva, Maarten de Rijke

* Findings of EMNLP 2020 
* 10 pages 

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Optimizing Interactive Systems via Data-Driven Objectives


Jun 19, 2020
Ziming Li, Julia Kiseleva, Alekh Agarwal, Maarten de Rijke, Ryen W. White

* 30 pages, 12 figures. arXiv admin note: text overlap with arXiv:1802.06306 

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Evaluating Disentangled Representations


Oct 12, 2019
Anna Sepliarskaia, Julia Kiseleva, Maarten de Rijke


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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

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

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Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning


Dec 09, 2018
Ziming Li, Julia Kiseleva, Maarten de Rijke

* 8 pages 

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Optimizing Interactive Systems with Data-Driven Objectives


Oct 17, 2018
Ziming Li, Artem Grotov, Julia Kiseleva, Maarten de Rijke, Harrie Oosterhuis

* 8 pages 

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Modeling Label Ambiguity for Neural List-Wise Learning to Rank


Jul 24, 2017
Rolf Jagerman, Julia Kiseleva, Maarten de Rijke


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