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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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