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LEAD: Liberal Feature-based Distillation for Dense Retrieval


Dec 10, 2022
Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jian Jiao, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan

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* Work in progress 

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Text Embeddings by Weakly-Supervised Contrastive Pre-training


Dec 07, 2022
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei

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* 17 pages 

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LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval


Aug 31, 2022
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang

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* Work in progress 

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SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval


Jul 06, 2022
Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei

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* Work in progress 

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Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?


Jan 21, 2022
Gabriella Kazai, Bhaskar Mitra, Anlei Dong, Nick Craswell, Linjun Yang

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Embedding-based Retrieval in Facebook Search


Jul 29, 2020
Jui-Ting Huang, Ashish Sharma, Shuying Sun, Li Xia, David Zhang, Philip Pronin, Janani Padmanabhan, Giuseppe Ottaviano, Linjun Yang

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* 9 pages, 3 figures, 3 tables, to be published in KDD '20 

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CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise


Mar 25, 2018
Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang

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* Accepted to CVPR 2018 

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Web-Scale Responsive Visual Search at Bing


Feb 20, 2018
Houdong Hu, Yan Wang, Linjun Yang, Pavel Komlev, Li Huang, Xi Chen, Jiapei Huang, Ye Wu, Meenaz Merchant, Arun Sacheti

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