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Rethinking the Openness of CLIP


Jun 04, 2022
Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun

* 21 pages, 13 figures 

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Hierarchical Inductive Transfer for Continual Dialogue Learning


Mar 20, 2022
Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun

* Accepted by Findings of ACL 2022 

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Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models


Dec 14, 2021
Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun


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Well-classified Examples are Underestimated in Classification with Deep Neural Networks


Oct 15, 2021
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun

* 16 pages, 11 figures, 13 tables 

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Topology-Imbalance Learning for Semi-Supervised Node Classification


Oct 08, 2021
Deli Chen, Yankai Lin, Guangxiang Zhao, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun

* Accepted By NeurIPS 2021 

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Adversarial Parameter Defense by Multi-Step Risk Minimization


Sep 07, 2021
Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun

* Neural Networks 144C (2021) pp. 154-163 
* Accepted to Neural Networks. arXiv admin note: text overlap with arXiv:2006.05620 

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O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning


Aug 05, 2021
Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun

* Accepted by Findings of ACL 2021 

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Rethinking Skip Connection with Layer Normalization in Transformers and ResNets


May 15, 2021
Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou

* Accepted by COLING2020 (The 28th International Conference on Computational Linguistics (COLING 2020)) 

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Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models


Mar 29, 2021
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He

* NAACL-HLT 2021, Long Paper 

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