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Database Search Results Disambiguation for Task-Oriented Dialog Systems


Dec 15, 2021
Kun Qian , Ahmad Beirami , Satwik Kottur , Shahin Shayandeh , Paul Crook , Alborz Geramifard , Zhou Yu , Chinnadhurai Sankar


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CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance


Dec 15, 2021
Hyundong Cho , Chinnadhurai Sankar , Christopher Lin , Kaushik Ram Sadagopan , Shahin Shayandeh , Asli Celikyilmaz , Jonathan May , Ahmad Beirami


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Overview of the Ninth Dialog System Technology Challenge: DSTC9


Nov 12, 2020
Chulaka Gunasekara , Seokhwan Kim , Luis Fernando D'Haro , Abhinav Rastogi , Yun-Nung Chen , Mihail Eric , Behnam Hedayatnia , Karthik Gopalakrishnan , Yang Liu , Chao-Wei Huang , Dilek Hakkani-Tür , Jinchao Li , Qi Zhu , Lingxiao Luo , Lars Liden , Kaili Huang , Shahin Shayandeh , Runze Liang , Baolin Peng , Zheng Zhang , Swadheen Shukla , Minlie Huang , Jianfeng Gao , Shikib Mehri , Yulan Feng , Carla Gordon , Seyed Hossein Alavi , David Traum , Maxine Eskenazi , Ahmad Beirami , Eunjoon , Cho , Paul A. Crook , Ankita De , Alborz Geramifard , Satwik Kottur , Seungwhan Moon , Shivani Poddar , Rajen Subba


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Robust Conversational AI with Grounded Text Generation


Sep 07, 2020
Jianfeng Gao , Baolin Peng , Chunyuan Li , Jinchao Li , Shahin Shayandeh , Lars Liden , Heung-Yeung Shum


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SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model


May 14, 2020
Baolin Peng , Chunyuan Li , Jinchao Li , Shahin Shayandeh , Lars Liden , Jianfeng Gao

* 10 pages; Project Website: https://aka.ms/soloist 

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Conversation Learner -- A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems


May 01, 2020
Swadheen Shukla , Lars Liden , Shahin Shayandeh , Eslam Kamal , Jinchao Li , Matt Mazzola , Thomas Park , Baolin Peng , Jianfeng Gao

* Accepted to ACL 2020 Demonstration Track 

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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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