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Taming Sparsely Activated Transformer with Stochastic Experts


Oct 12, 2021
Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Tuo Zhao, Jianfeng Gao


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KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning


Sep 14, 2021
Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan

* Accepted to EMNLP 2021 Findings 

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Mask Attention Networks: Rethinking and Strengthen Transformer


Mar 25, 2021
Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang

* Accepted as a long paper to NAACL 2021 

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Spinal Codes Optimization: Error Probability Analysis and Transmission Scheme Design


Jan 20, 2021
Aimin Li, Shaohua Wu, Jian Jiao, Ning Zhang, Qinyu Zhang


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BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining


Dec 31, 2020
Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Dayiheng Liu, Weizhu Chen, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan


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An Enhanced Knowledge Injection Model for Commonsense Generation


Dec 01, 2020
Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang

* Accepted to COLING 2020 

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GLGE: A New General Language Generation Evaluation Benchmark


Nov 24, 2020
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan

* 11 pages 

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ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine


Oct 21, 2020
Weizhen Qi, Yeyun Gong, Yu Yan, Jian Jiao, Bo Shao, Ruofei Zhang, Houqiang Li, Nan Duan, Ming Zhou

* Accepted to NLPCC 2020 

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HittER: Hierarchical Transformers for Knowledge Graph Embeddings


Aug 28, 2020
Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji


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TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval


Feb 14, 2020
Wenhao Lu, Jian Jiao, Ruofei Zhang


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MagicVO: End-to-End Monocular Visual Odometry through Deep Bi-directional Recurrent Convolutional Neural Network


Nov 28, 2018
Jian Jiao, Jichao Jiao, Yaokai Mo, Weilun Liu, Zhongliang Deng

* 9 pages,5 figures,CVPR2019 

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Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors


Feb 18, 2018
Ying Shan, Jian Jiao, Jie Zhu, JC Mao

* 15 pages, 5 figures, 6 tables 

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