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INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions


Jul 02, 2022
Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi


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READ: Aggregating Reconstruction Error into Out-of-distribution Detection


Jun 15, 2022
Wenyu Jiang, Hao Cheng, Mingcai Chen, Shuai Feng, Yuxin Ge, Chongjun Wang


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Semi-Supervised Cross-Silo Advertising with Partial Knowledge Transfer


May 31, 2022
Wenjie Li, Qiaolin Xia, Junfeng Deng, Hao Cheng, Jiangming Liu, Kouying Xue, Yong Cheng, Shu-Tao Xia

* 6 pages, 3 figures, 3 tables 

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Unsupervised Learning of Hierarchical Conversation Structure


May 24, 2022
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf

* 14 pages, 4 figures 

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Visually-Augmented Language Modeling


May 20, 2022
Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei


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Mitigating Neural Network Overconfidence with Logit Normalization


May 19, 2022
Hongxin Wei, Renchunzi Xie, Hao Cheng, Lei Feng, Bo An, Yixuan Li

* Accepted by ICML 2022 

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A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models


Feb 17, 2022
Da Yin, Li Dong, Hao Cheng, Xiaodong Liu, Kai-Wei Chang, Furu Wei, Jianfeng Gao

* Work in progress 

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Knowledge-Rich Self-Supervised Entity Linking


Dec 15, 2021
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon


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Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing


Dec 15, 2021
Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon


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Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention


Dec 14, 2021
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang

* 11 pages, 1 figure, 7 tables 

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