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Spoofing-Aware Speaker Verification by Multi-Level Fusion



Haibin Wu , Lingwei Meng , Jiawen Kang , Jinchao Li , Xu Li , Xixin Wu , Hung-yi Lee , Helen Meng

* Submitted to Interspeech 2022 

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ValueNet: A New Dataset for Human Value Driven Dialogue System



Liang Qiu , Yizhou Zhao , Jinchao Li , Pan Lu , Baolin Peng , Jianfeng Gao , Song-Chun Zhu

* Paper accepted by AAAI 2022 

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SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching



Baolin Peng , Chunyuan Li , Zhu Zhang , Jinchao Li , Chenguang Zhu , Jianfeng Gao

* 8 pages 

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Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature



Yu Wang , Jinchao Li , Tristan Naumann , Chenyan Xiong , Hao Cheng , Robert Tinn , Cliff Wong , Naoto Usuyama , Richard Rogahn , Zhihong Shen , Yang Qin , Eric Horvitz , Paul N. Bennett , Jianfeng Gao , Hoifung Poon


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RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems



Baolin Peng , Chunyuan Li , Zhu Zhang , Chenguang Zhu , Jinchao Li , Jianfeng Gao

* 12 pages; Project website at aka.ms/raddle 

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Overview of the Ninth Dialog System Technology Challenge: DSTC9



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



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


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Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation



Ryuichi Takanobu , Qi Zhu , Jinchao Li , Baolin Peng , Jianfeng Gao , Minlie Huang

* SIGDIAL 2020 long paper 

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



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

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

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