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Knowledge-enhanced Neural Machine Reasoning: A Review


Feb 04, 2023
Tanmoy Chowdhury, Chen Ling, Xuchao Zhang, Xujiang Zhao, Guangji Bai, Jian Pei, Haifeng Chen, Liang Zhao

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* 8 pages, 3 figures 

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Saliency-Augmented Memory Completion for Continual Learning


Dec 26, 2022
Guangji Bai, Chen Ling, Yuyang Gao, Liang Zhao

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* Published at SIAM SDM 2023. 15 pages, 6 figures. Code: https://github.com/BaiTheBest/SAMC 

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Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning


Dec 07, 2022
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao

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DeepGAR: Deep Graph Learning for Analogical Reasoning


Nov 19, 2022
Chen Ling, Tanmoy Chowdhury, Junji Jiang, Junxiang Wang, Xuchao Zhang, Haifeng Chen, Liang Zhao

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* 22nd IEEE International Conference on Data Mining (ICDM 2022) 

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3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment


Nov 09, 2022
Liang Zhao, Xinyuan Zhao, Hailong Ma, Xinyu Zhang, Long Zeng

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TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags


Nov 01, 2022
Jiang Liu, Donghong Ji, Jingye Li, Dongdong Xie, Chong Teng, Liang Zhao, Fei Li

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Multi-objective Deep Data Generation with Correlated Property Control


Oct 06, 2022
Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, Yinkai Wang, Yanfang Ye, Ashley Ann Petersen, Austin Leitgeb, Saleh AlKhalifa, Kevin Minbiole, Bill Wuest, Amarda Shehu, Liang Zhao

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* This paper has been accepted by NeurIPS 2022 

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Deep Spatial Domain Generalization


Oct 03, 2022
Dazhou Yu, Guangji Bai, Yun Li, Liang Zhao

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Molecular Design Based on Integer Programming and Quadratic Descriptors in a Two-layered Model


Sep 13, 2022
Jianshen Zhu, Naveed Ahmed Azam, Shengjuan Cao, Ryota Ido, Kazuya Haraguchi, Liang Zhao, Hiroshi Nagamochi, Tatsuya Akutsu

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* arXiv admin note: substantial text overlap with arXiv:2108.10266, arXiv:2107.02381, arXiv:2109.02628 

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OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction


Sep 06, 2022
Hu Cao, Jingye Li, Fangfang Su, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao, Donghong Ji

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* Accepted by COLING'22 

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