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Furu Wei

Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval

Aug 08, 2022
Zehan Li, Nan Yang, Liang Wang, Furu Wei

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GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation

Jul 29, 2022
Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li

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* 9 pages, 12 figures

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MoEC: Mixture of Expert Clusters

Jul 19, 2022
Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei

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HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation

Jul 15, 2022
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei

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* 7 pages, 7 figures, IJCAI-ECAI 2022

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UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation

Jul 11, 2022
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei

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* 7 pages, 5 figures, IJCAI-ECAI 2022

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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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Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training

Jun 21, 2022
Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei

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* To appear in Proc. Interspeech 2022

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