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Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation


Jun 21, 2022
Shengyao Zhuang , Houxing Ren , Linjun Shou , Jian Pei , Ming Gong , Guido Zuccon , Daxin Jiang

* 6 pages 

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Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval


Jun 07, 2022
Ning Wu , Yaobo Liang , Houxing Ren , Linjun Shou , Nan Duan , Ming Gong , Daxin Jiang


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Negative Sampling for Contrastive Representation Learning: A Review


Jun 01, 2022
Lanling Xu , Jianxun Lian , Wayne Xin Zhao , Ming Gong , Linjun Shou , Daxin Jiang , Xing Xie , Ji-Rong Wen

* 6 pages 

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Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding


May 07, 2022
Shining Liang , Linjun Shou , Jian Pei , Ming Gong , Wanli Zuo , Xianglin Zuo , Daxin Jiang


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Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling


Apr 11, 2022
Nuo Chen , Linjun Shou , Ming Gong , Jian Pei , Daxin Jiang

* 15 pages 

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Transformer-Empowered Content-Aware Collaborative Filtering


Apr 02, 2022
Weizhe Lin , Linjun Shou , Ming Gong , Pei Jian , Zhilin Wang , Bill Byrne , Daxin Jiang


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From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension


Dec 09, 2021
Nuo Chen , Linjun Shou , Min Gong , Jian Pei , Daxin Jiang


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Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding


Sep 03, 2021
Yingmei Guo , Linjun Shou , Jian Pei , Ming Gong , Mingxing Xu , Zhiyong Wu , Daxin Jiang

* Long paper at EMNLP 2021 

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A Joint and Domain-Adaptive Approach to Spoken Language Understanding


Jul 25, 2021
Linhao Zhang , Yu Shi , Linjun Shou , Ming Gong , Houfeng Wang , Michael Zeng


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Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition


Jun 01, 2021
Shining Liang , Ming Gong , Jian Pei , Linjun Shou , Wanli Zuo , Xianglin Zuo , Daxin Jiang

* KDD 2021 

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