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$G^2$: Enhance Knowledge Grounded Dialogue via Ground Graph



Yizhe Yang , Yang Gao , Jiawei Li , Heyan Huang

* 11 pages, 5 figures 

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PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization



Xiaochen Liu , Yu Bai , Jiawei Li , Yinan Hu , Yang Gao

* 12 pages 

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Ask to Understand: Question Generation for Multi-hop Question Answering



Jiawei Li , Mucheng Ren , Yang Gao , Yizhe Yang

* 10 pages, Work-in-Progress 

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Code Smells in Machine Learning Systems



Jiri Gesi , Siqi Liu , Jiawei Li , Iftekhar Ahmed , Nachiappan Nagappan , David Lo , Eduardo Santana de Almeida , Pavneet Singh Kochhar , Lingfeng Bao


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Dynamic Texture Recognition using PDV Hashing and Dictionary Learning on Multi-scale Volume Local Binary Pattern



Ruxin Ding , Jianfeng Ren , Heng Yu , Jiawei Li

* 5 pages, 1 figure 

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MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps



Muhammad Awais , Fengwei Zhou , Chuanlong Xie , Jiawei Li , Sung-Ho Bae , Zhenguo Li

* Accepted by NeurIPS 2021 

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Salient Object Ranking with Position-Preserved Attention



Hao Fang , Daoxin Zhang , Yi Zhang , Minghao Chen , Jiawei Li , Yao Hu , Deng Cai , Xiaofei He


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Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework



Yuan Gao , Jiawei Li , Maoguo Gong , Yu Xie , A. K. Qin

* submitted to IEEE Transactions on Neural Networks and Learning Systems 

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Analytics and Machine Learning in Vehicle Routing Research



Ruibin Bai , Xinan Chen , Zhi-Long Chen , Tianxiang Cui , Shuhui Gong , Wentao He , Xiaoping Jiang , Huan Jin , Jiahuan Jin , Graham Kendall , Jiawei Li , Zheng Lu , Jianfeng Ren , Paul Weng , Ning Xue , Huayan Zhang

* Submitted to International Journal of Production Research 

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