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OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision


Apr 29, 2022
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han

* WWW 2022 

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Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation


Oct 27, 2021
Di Jin, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Danai Koutra


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End-to-End Conversational Search for Online Shopping with Utterance Transfer


Sep 12, 2021
Liqiang Xiao, Jun Ma2, Xin Luna Dong, Pascual Martinez-Gomez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin


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PAM: Understanding Product Images in Cross Product Category Attribute Extraction


Jun 08, 2021
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong

* KDD 2021 

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AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding


Jun 04, 2021
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong

* Accepted to ACL-IJCNLP 2021 

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CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction


Jun 01, 2021
Zhengbao Jiang, Jialong Han, Bunyamin Sisman, Xin Luna Dong

* ACL 2021 

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TCN: Table Convolutional Network for Web Table Interpretation


Feb 17, 2021
Daheng Wang, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Xin Luna Dong, Meng Jiang


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J-Recs: Principled and Scalable Recommendation Justification


Nov 11, 2020
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong

* ICDM 2020 

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CorDEL: A Contrastive Deep Learning Approach for Entity Linkage


Sep 15, 2020
Zhengyang Wang, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Shuiwang Ji

* Accepted by the 20th IEEE International Conference on Data Mining (ICDM 2020) 

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AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types


Jun 24, 2020
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

* KDD 2020 

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