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Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021


May 05, 2022
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Marc-Alexandre Côté Katja Hofmann, Ahmed Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszadi, Michiel van der Meer, Taewoon Kim

* Proceedings of Machine Learning Research NeurIPS 2021 Competition and Demonstration Track 
* arXiv admin note: substantial text overlap with arXiv:2110.06536 

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NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment


Oct 15, 2021
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Michel Galley, Ahmed Awadallah


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Machine-Learning Non-Conservative Dynamics for New-Physics Detection


May 31, 2021
Ziming Li, Bohan Wang, Qi Meng, Wei Chen, Max Tegmark, Tie-Yan Liu

* 17 pages, 7 figs, 2 tables 

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Improving Response Quality with Backward Reasoning in Open-domain Dialogue Systems


Apr 30, 2021
Ziming Li, Julia Kiseleva, Maarten de Rijke

* 5 pages, 2 figures, Sigir 2021 short 

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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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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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Guided Dialog Policy Learning without Adversarial Learning in the Loop


Apr 07, 2020
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Shahin Shayandeh, Jianfeng Gao

* 10 pages 

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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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