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Modeling Bilingual Conversational Characteristics for Neural Chat Translation


Jul 23, 2021
Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Accepted as a long paper at ACL 2021. Code and data are available at https://github.com/XL2248/CPCC 

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Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition


Jul 22, 2021
Ying Zhang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* 9 pages, ACL21 Findings 

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Confidence-Aware Scheduled Sampling for Neural Machine Translation


Jul 22, 2021
Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Findings of ACL-2021, code at https://github.com/Adaxry/conf_aware_ss4nmt 

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Similarity-Aware Fusion Network for 3D Semantic Segmentation


Jul 17, 2021
Linqing Zhao, Jiwen Lu, Jie Zhou

* Accepted by 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021) 

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Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue


Jul 12, 2021
Zipeng Xu, Fandong Meng, Xiaojie Wang, Duo Zheng, Chenxu Lv, Jie Zhou


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Global Filter Networks for Image Classification


Jul 01, 2021
Yongming Rao, Wenliang Zhao, Zheng Zhu, Jiwen Lu, Jie Zhou

* Project page: https://gfnet.ivg-research.xyz/ 

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Rethinking the Evaluation of Neural Machine Translation


Jun 29, 2021
Jianhao Yan, Chenming Wu, Fandong Meng, Jie Zhou

* Submitted to NeurIPS 2021 

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Evaluating Modules in Graph Contrastive Learning


Jun 15, 2021
Ganqu Cui, Yufeng Du, Cheng Yang, Jie Zhou, Liang Xu, Lifeng Wang, Zhiyuan Liu


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Sequence-Level Training for Non-Autoregressive Neural Machine Translation


Jun 15, 2021
Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Jie Zhou


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Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation


Jun 10, 2021
Yuanxin Liu, Fandong Meng, Zheng Lin, Weiping Wang, Jie Zhou

* Accepted by ACL 2021 

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GTM: A Generative Triple-Wise Model for Conversational Question Generation


Jun 07, 2021
Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou

* To appear at ACL 2021 main conference (long paper) 

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Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency


Jun 04, 2021
Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

* Findings of ACL2021 

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Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances


Jun 04, 2021
Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

* ACL2021 main conference (long paper) 

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DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification


Jun 03, 2021
Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh

* Project page: https://dynamicvit.ivg-research.xyz/ 

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Exploring Dynamic Selection of Branch Expansion Orders for Code Generation


Jun 01, 2021
Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu, Jinsong Su

* Accepted by ACL 2021 main conference 

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Prevent the Language Model from being Overconfident in Neural Machine Translation


May 31, 2021
Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou

* Accepted as a long paper at ACL 2021. Code is available at: https://github.com/Mlair77/nmt_adequacy 

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Fully Hyperbolic Neural Networks


May 31, 2021
Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou


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CLEVE: Contrastive Pre-training for Event Extraction


May 30, 2021
Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou

* Accepted at ACL 2021 

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Knowledge Inheritance for Pre-trained Language Models


May 28, 2021
Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

* preprint 

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Selective Knowledge Distillation for Neural Machine Translation


May 27, 2021
Fusheng Wang, Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a long paper at ACL 2021. Code is available at https://github.com/LeslieOverfitting/selective_distillation 

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Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation


May 27, 2021
Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu, Jie Zhou

* Accepted by ACL-IJCNLP 2021 main conference (short paper). Code is available at: https://github.com/xydaytoy/BMI-NMT 

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Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction


May 20, 2021
Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

* ACL 2021 Findings 

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FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection


May 17, 2021
Yi Wei, Shang Su, Jiwen Lu, Jie Zhou

* Accepted to ICRA 2021 

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Subjective Opinions Matter: Controllable Image Quality Assessment Using Pseudo Reference Images


May 06, 2021
Jingyu Guo, Wei Wang, Wenming Yang, Qingmin Liao, Jie Zhou

* 10 pages, 5 figures 

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SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation


Apr 07, 2021
Jiabin Zhang, Zheng Zhu, Jiwen Lu, Junjie Huang, Guan Huang, Jie Zhou

* Accepted by AAAI2021 

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Objects are Different: Flexible Monocular 3D Object Detection


Apr 06, 2021
Yunpeng Zhang, Jiwen Lu, Jie Zhou

* Accepted in CVPR 2021 

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Meta-Mining Discriminative Samples for Kinship Verification


Mar 28, 2021
Wanhua Li, Shiwei Wang, Jiwen Lu, Jianjiang Feng, Jie Zhou

* Accepted by CVPR2021 

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