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Automatic Controllable Product Copywriting for E-Commerce



Xiaojie Guo , Qingkai Zeng , Meng Jiang , Yun Xiao , Bo Long , Lingfei Wu

* This paper has been accepted by KDD 2022 ADS 

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Graph Rationalization with Environment-based Augmentations



Gang Liu , Tong Zhao , Jiaxin Xu , Tengfei Luo , Meng Jiang

* Accepted by KDD 2022 

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A Bottom-Up End-User Intelligent Assistant Approach to Empower Gig Workers against AI Inequality



Toby Jia-Jun Li , Yuwen Lu , Jaylexia Clark , Meng Chen , Victor Cox , Meng Jiang , Yang Yang , Tamara Kay , Danielle Wood , Jay Brockman

* In 2022 Symposium on Human-Computer Interaction for Work (CHIWORK 2022) 

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A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods



Zhihan Zhang , Wenhao Yu , Mengxia Yu , Zhichun Guo , Meng Jiang


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Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts



Wenhao Yu , Chenguang Zhu , Lianhui Qin , Zhihan Zhang , Tong Zhao , Meng Jiang

* ACL 2022 (Findings); Code is at https://github.com/DM2-ND/MoKGE 

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Graph Data Augmentation for Graph Machine Learning: A Survey



Tong Zhao , Gang Liu , Stephan Günnemann , Meng Jiang


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Dict-BERT: Enhancing Language Model Pre-training with Dictionary



Wenhao Yu , Chenguang Zhu , Yuwei Fang , Donghan Yu , Shuohang Wang , Yichong Xu , Michael Zeng , Meng Jiang

* Under Review 

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Multi-Round Parsing-based Multiword Rules for Scientific OpenIE



Joseph Kuebler , Lingbo Tong , Meng Jiang


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Enhancing Taxonomy Completion with Concept Generation via Fusing Relational Representations



Qingkai Zeng , Jinfeng Lin , Wenhao Yu , Jane Cleland-Huang , Meng Jiang


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Counterfactual Graph Learning for Link Prediction



Tong Zhao , Gang Liu , Daheng Wang , Wenhao Yu , Meng Jiang


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