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Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model


Jul 04, 2021
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou

* AAAI 2021 

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Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation


Jun 26, 2021
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou

* Accepted by CVPR 2021 (2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2021)) 

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Exploring Semantic Relationships for Unpaired Image Captioning


Jun 20, 2021
Fenglin Liu, Meng Gao, Tianhao Zhang, Yuexian Zou


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Contrastive Attention for Automatic Chest X-ray Report Generation


Jun 13, 2021
Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun

* Appear in Findings of ACL 2021 (The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 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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Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension


Dec 20, 2020
Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou


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Towards Data Distillation for End-to-end Spoken Conversational Question Answering


Oct 18, 2020
Chenyu You, Nuo Chen, Fenglin Liu, Dongchao Yang, Yuexian Zou


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PIN: A Novel Parallel Interactive Network for Spoken Language Understanding


Sep 28, 2020
Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou


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Layer-Wise Cross-View Decoding for Sequence-to-Sequence Learning


Jun 03, 2020
Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Xu Sun, Liangyou Li

* Achieve state-of-the-art BLEU scores on WMT14 EN-DE, EN-FR, and IWSLT DE-EN datasets 

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Exploring and Distilling Cross-Modal Information for Image Captioning


Mar 15, 2020
Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun

* Accepted by IJCAI 2019 

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Non-Autoregressive Video Captioning with Iterative Refinement


Dec 10, 2019
Bang Yang, Fenglin Liu, Yuexian Zou

* minor corrections 

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Aligning Visual Regions and Textual Concepts: Learning Fine-Grained Image Representations for Image Captioning


May 26, 2019
Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Kai Lei, Xu Sun


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DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT


May 24, 2019
Weiwen Wu, Haijun Yu, Peijun Chen, Fulin Luo, Fenglin Liu, Qian Wang, Yining Zhu, Yanbo Zhang, Jian Feng, Hengyong Yu


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Non-local Low-rank Cube-based Tensor Factorization for Spectral CT Reconstruction


Oct 28, 2018
Weiwen Wu, Fenglin Liu, Yanbo Zhang, Qian Wang, Hengyong Yu


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Block Matching Frame based Material Reconstruction for Spectral CT


Oct 22, 2018
Weiwen Wu, Qian Wang, Fenglin Liu, Yining Zhu, Hengyong Yu


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simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions


Aug 27, 2018
Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun

* Accepted by Conference on Empirical Methods in Natural Language Processing 2018 

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Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary


Jul 24, 2018
Weiwen Wu, Yanbo Zhang, Qian Wang, Fenglin Liu, Peijun Chen, Hengyong Yu


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