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Learning towards Selective Data Augmentation for Dialogue Generation


Mar 17, 2023
Xiuying Chen, Mingzhe Li, Jiayi Zhang, Xiaoqiang Xia, Chen Wei, Jianwei Cui, Xin Gao, Xiangliang Zhang, Rui Yan

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* 9 pages, 4 figures, AAAI 2023 

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Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately


Jan 27, 2023
Xin Cheng, Shen Gao, Yuchi Zhang, Yongliang Wang, Xiuying Chen, Mingzhe Li, Dongyan Zhao, Rui Yan

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EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator


Jan 03, 2023
Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan

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* 9 pages, 4 figures, accepted by WSDM 2022 

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Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order


Jan 02, 2023
Xiuying Chen, Mingzhe Li, Shen Gao, Zhangming Chan, Dongyan Zhao, Xin Gao, Xiangliang Zhang, Rui Yan

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* 30 pages, 12 figures, accepted by TOIS 2022 

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Scientific Paper Extractive Summarization Enhanced by Citation Graphs


Dec 08, 2022
Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang

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* EMNLP 2022 
* 10 pages, 4 figure 

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Towards Improving Faithfulness in Abstractive Summarization


Oct 04, 2022
Xiuying Chen, Mingzhe Li, Xin Gao, Xiangliang Zhang

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* NeurIPS 2022 

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Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation


May 26, 2022
Mingzhe Li, XieXiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan

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* Accepted by ACL2022 

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Target-aware Abstractive Related Work Generation with Contrastive Learning


May 26, 2022
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang

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* 11 pages, 7 figures, SIGIR 2022 

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HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling


Dec 27, 2021
Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan

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* Accepted by WSDM 2022; Code at https://github.com/gsh199449/HeteroQA 

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How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution


Mar 10, 2021
Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan

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* The Web Conference 2021, Workshop on News Recommendation and Intelligence 
* 5 pages, 2 figures 

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