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Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network

Nov 16, 2020
Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou

* This paper has been accepted by Neural Networks, November 2020 

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DisenE: Disentangling Knowledge Graph Embeddings

Nov 12, 2020
Xiaoyu Kou, Yankai Lin, Yuntao Li, Jiahao Xu, Peng Li, Jie Zhou, Yan Zhang

* There are some mistakes in the paper 

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Multi-Unit Transformers for Neural Machine Translation

Oct 23, 2020
Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a main conference paper in EMNLP 2020 

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Multi-Unit Transformer for Neural Machine Translation

Oct 21, 2020
Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a main conference paper in EMNLP 2020 

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GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation

Oct 19, 2020
Zhanwei Xu, Yukun Cao, Cheng Jin, Guozhu Shao, Xiaoqing Liu, Jie Zhou, Heshui Shi, Jianjiang Feng

* 10 pages, 11 figures 

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Robust Face Alignment by Multi-order High-precision Hourglass Network

Oct 17, 2020
Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao

* Accep by IEEE Transactions on Image Processing 2020.10.14 

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A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph

Oct 12, 2020
Lin Qiao, Jianhao Yan, Fandong Meng, Zhendong Yang, Jie Zhou

* Accepted as a regular paper in Findings of EMNLP 2020 

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MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection

Oct 10, 2020
Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian, Jie Zhou


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TurboTransformers: An Efficient GPU Serving System For Transformer Models

Oct 09, 2020
Jiarui Fang, Yang Yu, Chengduo Zhao, Jie Zhou


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Token-level Adaptive Training for Neural Machine Translation

Oct 09, 2020
Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu

* 12 pages; Accepted by EMNLP 2020 

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Disentangle-based Continual Graph Representation Learning

Oct 06, 2020
Xiaoyu Kou, Yankai Lin, Shaobo Liu, Peng Li, Jie Zhou, Yan Zhang


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WeChat Neural Machine Translation Systems for WMT20

Oct 05, 2020
Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou

* Accepted at WMT 2020. Our Chinese to English system achieved the highest case-sensitive BLEU score among all submissions 

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Learning from Context or Names? An Empirical Study on Neural Relation Extraction

Oct 05, 2020
Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou

* Accepted by EMNLP 2020 

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Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

Oct 01, 2020
Yusheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun


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Attention Cube Network for Image Restoration

Sep 15, 2020
Yucheng Hang, Qingmin Liao, Wenming Yang, Yupeng Chen, Jie Zhou

* Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020) 

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Dynamic Context-guided Capsule Network for Multimodal Machine Translation

Sep 04, 2020
Huan Lin, Fandong Meng, Jinsong Su, Yongjing Yin, Zhengyuan Yang, Yubin Ge, Jie Zhou, Jiebo Luo


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Reinforced Axial Refinement Network for Monocular 3D Object Detection

Aug 31, 2020
Lijie Liu, Chufan Wu, Jiwen Lu, Lingxi Xie, Jie Zhou, Qi Tian

* Accepted by ECCV 2020 

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MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation

Aug 27, 2020
Benlin Liu, Yongming Rao, Jiwen Lu, Jie Zhou, Cho-jui Hsieh

* Accepted by ECCV2020 

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Modeling Inter-Aspect Dependencies with a Non-temporal Mechanism for Aspect-Based Sentiment Analysis

Aug 12, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

* rejected in emnlp-ijcnlp 2019 as a short paper(3/3/3) 

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Low-rank Tensor Bandits

Jul 31, 2020
Botao Hao, Jie Zhou, Zheng Wen, Will Wei Sun


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ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation

Jul 28, 2020
Qian Zhao, Siyu Tao, Jie Zhou, Linlin Wang, Xin Lin, Liang He

* 10 pages, 2 figures, accepted by Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020) 

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Graph-Based Social Relation Reasoning

Jul 17, 2020
Wanhua Li, Yueqi Duan, Jiwen Lu, Jianjiang Feng, Jie Zhou

* ECCV 2020 

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A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation

Jul 17, 2020
Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo


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Dual Past and Future for Neural Machine Translation

Jul 17, 2020
Jianhao Yan, Fandong Meng, Jie Zhou


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Adaptive Graph Encoder for Attributed Graph Embedding

Jul 03, 2020
Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu

* To appear in KDD 2020 

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Uncertainty-aware Score Distribution Learning for Action Quality Assessment

Jun 13, 2020
Yansong Tang, Zanlin Ni, Jiahuan Zhou, Danyang Zhang, Jiwen Lu, Ying Wu, Jie Zhou

* CVPR2020 

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