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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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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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Rank4Class: A Ranking Formulation for Multiclass Classification


Dec 17, 2021
Nan Wang, Zhen Qin, Le Yan, Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Marc Najork


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ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning


Nov 22, 2021
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler


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Born Again Neural Rankers


Sep 30, 2021
Zhen Qin, Le Yan, Yi Tay, Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Marc Najork


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Distilling Interpretable Models into Human-Readable Code


Feb 09, 2021
Walker Ravina, Ethan Sterling, Olexiy Oryeshko, Nathan Bell, Honglei Zhuang, Xuanhui Wang, Yonghui Wu, Alexander Grushetsky

* 13 pages, Latex; Updated the introduction and preliminaries sections; Updated some figures for greater clarity and brevity; Added a new dataset to the experiments; Added a more detailed table of experiment results; Added a discussion of distillation failures to the experiments relating to the new dataset 

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What Makes a Star Teacher? A Hierarchical BERT Model for Evaluating Teacher's Performance in Online Education


Dec 03, 2020
Wen Wang, Honglei Zhuang, Mi Zhou, Hanyu Liu, Beibei Li


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RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble


Oct 01, 2020
Michael Bendersky, Honglei Zhuang, Ji Ma, Shuguang Han, Keith Hall, Ryan McDonald

* 14 pages 

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