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Weakly Supervised Text Classification using Supervision Signals from a Language Model



Ziqian Zeng , Weimin Ni , Tianqing Fang , Xiang Li , Xinran Zhao , Yangqiu Song

* 11 pages, 1 figures 

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Variational Weakly Supervised Sentiment Analysis with Posterior Regularization



Ziqian Zeng , Yangqiu Song

* Accepted at EACL 2021. arXiv admin note: text overlap with arXiv:2008.09394 

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Fair Representation Learning for Heterogeneous Information Networks



Ziqian Zeng , Rashidul Islam , Kamrun Naher Keya , James Foulds , Yangqiu Song , Shimei Pan

* Accepted at ICWSM 2021 

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Neural Fair Collaborative Filtering



Rashidul Islam , Kamrun Naher Keya , Ziqian Zeng , Shimei Pan , James Foulds


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A Variational Approach to Unsupervised Sentiment Analysis



Ziqian Zeng , Wenxuan Zhou , Xin Liu , Zizheng Lin , Yangqin Song , Michael David Kuo , Wan Hang Keith Chiu

* arXiv admin note: substantial text overlap with arXiv:1904.05055 

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A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification



Ziqian Zeng , Wenxuan Zhou , Xin Liu , Yangqiu Song

* Accepted by NAACL-HLT 2019 

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