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Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering


Oct 11, 2022
Hao Cheng, Hao Fang, Xiaodong Liu, Jianfeng Gao

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The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding


Sep 16, 2022
Hao Fang, Anusha Balakrishnan, Harsh Jhamtani, John Bufe, Jean Crawford, Jayant Krishnamurthy, Adam Pauls, Jason Eisner, Jacob Andreas, Dan Klein

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Self-organized Polygon Formation Control based on Distributed Estimation


Aug 01, 2022
Qingkai Yang, Fan Xiao, Jingshuo Lyu, Bo Zhou, Hao Fang

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When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems


May 24, 2022
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

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* 15 pages 

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Salient Object Ranking with Position-Preserved Attention


Jun 10, 2021
Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He

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Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease


May 31, 2021
Hao Fang, Chen Gong, Chen Zhang, Yanan Sui, Luming Li

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* 12 pages, 5 figures, proceedings of the Machine Learning for Health NeurIPS Workshop, PMLR 136:114-125, 2020 

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Task-Oriented Dialogue as Dataflow Synthesis


Oct 02, 2020
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

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* TACL 2020 

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RESA: Recurrent Feature-Shift Aggregator for Lane Detection


Aug 31, 2020
Tu Zheng, Hao Fang, Yi Zhang, Wenjian Tang, Zheng Yang, Haifeng Liu, Deng Cai

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