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Regression Compatible Listwise Objectives for Calibrated Ranking


Nov 02, 2022
Aijun Bai, Rolf Jagerman, Zhen Qin, Pratyush Kar, Bing-Rong Lin, Xuanhui Wang, Michael Bendersky, Marc Najork


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The Devil in Linear Transformer


Oct 19, 2022
Zhen Qin, XiaoDong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong

* accepted to EMNLP2022 

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Linear Video Transformer with Feature Fixation


Oct 15, 2022
Kaiyue Lu, Zexiang Liu, Jianyuan Wang, Weixuan Sun, Zhen Qin, Dong Li, Xuyang Shen, Hui Deng, Xiaodong Han, Yuchao Dai, Yiran Zhong


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RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses


Oct 12, 2022
Honglei Zhuang, Zhen Qin, Rolf Jagerman, Kai Hui, Ji Ma, Jing Lu, Jianmo Ni, Xuanhui Wang, Michael Bendersky

* 13 pages 

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Retrieval Augmentation for T5 Re-ranker using External Sources


Oct 11, 2022
Kai Hui, Tao Chen, Zhen Qin, Honglei Zhuang, Fernando Diaz, Mike Bendersky, Don Metzler


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A Validation Approach to Over-parameterized Matrix and Image Recovery


Sep 21, 2022
Lijun Ding, Zhen Qin, Liwei Jiang, Jinxin Zhou, Zhihui Zhu

* 29 pages and 9 figures 

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Neural Architecture Search on Efficient Transformers and Beyond


Jul 28, 2022
Zexiang Liu, Dong Li, Kaiyue Lu, Zhen Qin, Weixuan Sun, Jiacheng Xu, Yiran Zhong


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Error Analysis of Tensor-Train Cross Approximation


Jul 09, 2022
Zhen Qin, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu


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Vicinity Vision Transformer


Jun 21, 2022
Weixuan Sun, Zhen Qin, Hui Deng, Jianyuan Wang, Yi Zhang, Kaihao Zhang, Nick Barnes, Stan Birchfield, Lingpeng Kong, Yiran Zhong


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ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference


Apr 25, 2022
Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cicero Nogueira dos Santos, Yi Tay, Don Metzler

* Findings of ACL 2022 

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