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LiST: Lite Self-training Makes Efficient Few-shot Learners


Oct 12, 2021
Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao


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Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework


Sep 11, 2021
Yaqing Wang, Haoda Chu, Chao Zhang, Jing Gao

* EMNLP 2021 Findings 

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Multimodal Emergent Fake News Detection via Meta Neural Process Networks


Jun 22, 2021
Yaqing Wang, Fenglong Ma, Haoyu Wang, Kishlay Jha, Jing Gao

* accepted by KDD 2021 

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On Sampling Top-K Recommendation Evaluation


Jun 20, 2021
Dong Li, Ruoming Jin, Jing Gao, Zhi Liu


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Towards a Better Understanding of Linear Models for Recommendation


Jun 16, 2021
Ruoming Jin, Dong Li, Jing Gao, Zhi Liu, Li Chen, Yang Zhou


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Towards Self-Supervision for Video Identification of Individual Holstein-Friesian Cattle: The Cows2021 Dataset


May 05, 2021
Jing Gao, Tilo Burghardt, William Andrew, Andrew W. Dowsey, Neill W. Campbell

* 6 pages, 8 figures, 1 table, dataset will be available, code will be available 

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Fairness-aware Outlier Ensemble


Mar 17, 2021
Haoyu Liu, Fenglong Ma, Shibo He, Jiming Chen, Jing Gao

* 12 pages 

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On Estimating Recommendation Evaluation Metrics under Sampling


Mar 03, 2021
Ruoming Jin, Dong Li, Benjamin Mudrak, Jing Gao, Zhi Liu


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Adaptive Self-training for Few-shot Neural Sequence Labeling


Oct 07, 2020
Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah


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Efficient Knowledge Graph Validation via Cross-Graph Representation Learning


Aug 16, 2020
Yaqing Wang, Fenglong Ma, Jing Gao

* CIKM 2020 

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Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning


Jul 04, 2020
William Andrew, Jing Gao, Siobhan Mullan, Neill Campbell, Andrew W Dowsey, Tilo Burghardt

* 37 pages, 14 figures, 2 tables; Submitted to Computers and Electronics in Agriculture; Source code and network weights available at https://github.com/CWOA/MetricLearningIdentification; OpenCows2020 dataset available at https://doi.org/10.5523/bris.10m32xl88x2b61zlkkgz3fml17 

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Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data


Jun 23, 2020
Yaqing Wang, Yifan Ethan Xu, Xian Li, Xin Luna Dong, Jing Gao

* KDD 2020 

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Visual Identification of Individual Holstein Friesian Cattle via Deep Metric Learning


Jun 16, 2020
William Andrew, Jing Gao, Neill Campbell, Andrew W Dowsey, Tilo Burghardt

* 35 pages, 14 figures, 2 tables 

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Decomposed Adversarial Learned Inference


Apr 21, 2020
Alexander Hanbo Li, Yaqing Wang, Changyou Chen, Jing Gao


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Large-scale Real-time Personalized Similar Product Recommendations


Apr 12, 2020
Zhi Liu, Yan Huang, Jing Gao, Li Chen, Dong Li


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A Survey on Causal Inference


Feb 05, 2020
Liuyi Yao, Zhixuan Chu, Sheng Li, Yaliang Li, Jing Gao, Aidong Zhang


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Weak Supervision for Fake News Detection via Reinforcement Learning


Jan 20, 2020
Yaqing Wang, Weifeng Yang, Fenglong Ma, Jin Xu, Bin Zhong, Qiang Deng, Jing Gao

* AAAI 2020 

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Atmospheric turbulence removal using convolutional neural network


Dec 22, 2019
Jing Gao, N. Anantrasirichai, David Bull


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Towards Data Poisoning Attack against Knowledge Graph Embedding


Apr 26, 2019
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren


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Finding Similar Medical Questions from Question Answering Websites


Oct 14, 2018
Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan


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Towards Differentially Private Truth Discovery for Crowd Sensing Systems


Oct 10, 2018
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding


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Long-Term Memory Networks for Question Answering


Jul 06, 2017
Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao


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Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks


Jun 19, 2017
Fenglong Ma, Radha Chitta, Jing Zhou, Quanzeng You, Tong Sun, Jing Gao


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Multi-source Hierarchical Prediction Consolidation


Aug 11, 2016
Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu


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Multilabel Consensus Classification


Oct 16, 2013
Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu


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