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Toward Understanding Bias Correlations for Mitigation in NLP



Lu Cheng , Suyu Ge , Huan Liu

* 11 pages, 5 figures 

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Causal Disentanglement with Network Information for Debiased Recommendations



Paras Sheth , Ruocheng Guo , Lu Cheng , Huan Liu , K. Selçuk Candan


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Human Instance Segmentation and Tracking via Data Association and Single-stage Detector



Lu Cheng , Mingbo Zhao


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Evaluation Methods and Measures for Causal Learning Algorithms



Lu Cheng , Ruocheng Guo , Raha Moraffah , Paras Sheth , K. Selcuk Candan , Huan Liu

* 21 pages. Accepted to IEEE TAI 

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Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal Proxies



Lu Cheng , Ruocheng Guo , Huan Liu

* 10 pages, 6 figures, accepted to WSDM22 

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A Survey on Echo Chambers on Social Media: Description, Detection and Mitigation



Faisal Alatawi , Lu Cheng , Anique Tahir , Mansooreh Karami , Bohan Jiang , Tyler Black , Huan Liu

* 21 pages, 5 figures 

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Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication



Lu Cheng , Ruocheng Guo , Kasim Selcuk Candan , Huan Liu

* 11 pages, 4 figures. Accepted to ICWSM'22 

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Analysis of Legal Documents via Non-negative Matrix Factorization Methods



Ryan Budahazy , Lu Cheng , Yihuan Huang , Andrew Johnson , Pengyu Li , Joshua Vendrow , Zhoutong Wu , Denali Molitor , Elizaveta Rebrova , Deanna Needell

* 16 pages, 4 figures 

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Causal Learning for Socially Responsible AI



Lu Cheng , Ahmadreza Mosallanezhad , Paras Sheth , Huan Liu

* 8 pages, 3 figures, accepted at IJCAI21 

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