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MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System



Rhys Compton , Ilya Valmianski , Li Deng , Costa Huang , Namit Katariya , Xavier Amatriain , Anitha Kannan

* 9 pages. Accepted at Machine Learning for Health (ML4H) 2021 

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Multimodal Intelligence: Representation Learning, Information Fusion, and Applications



Chao Zhang , Zichao Yang , Xiaodong He , Li Deng


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From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation



Yu Liu , Li Deng , Jianshu Chen , Chang Wen Chen


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Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval



Li Deng , Shuo Zhang , Krisztian Balog

* Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '19), 2019 

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Attentive Tensor Product Learning



Qiuyuan Huang , Li Deng , Dapeng Wu , Chang Liu , Xiaodong He


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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset



Payal Bajaj , Daniel Campos , Nick Craswell , Li Deng , Jianfeng Gao , Xiaodong Liu , Rangan Majumder , Andrew McNamara , Bhaskar Mitra , Tri Nguyen , Mir Rosenberg , Xia Song , Alina Stoica , Saurabh Tiwary , Tong Wang


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A Neural-Symbolic Approach to Design of CAPTCHA



Qiuyuan Huang , Paul Smolensky , Xiaodong He , Li Deng , Dapeng Wu

* arXiv admin note: substantial text overlap with arXiv:1709.09118 

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Towards Neural Phrase-based Machine Translation



Po-Sen Huang , Chong Wang , Sitao Huang , Dengyong Zhou , Li Deng

* in International Conference on Learning Representations (ICLR) 2018 

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Sequence Modeling via Segmentations



Chong Wang , Yining Wang , Po-Sen Huang , Abdelrahman Mohamed , Dengyong Zhou , Li Deng

* recurrent neural networks, dynamic programming, structured prediction 

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Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear



Zachary C. Lipton , Kamyar Azizzadenesheli , Abhishek Kumar , Lihong Li , Jianfeng Gao , Li Deng


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