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QAmeleon: Multilingual QA with Only 5 Examples


Nov 15, 2022
Priyanka Agrawal, Chris Alberti, Fantine Huot, Joshua Maynez, Ji Ma, Sebastian Ruder, Kuzman Ganchev, Dipanjan Das, Mirella Lapata

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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

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* 13 pages 

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Promptagator: Few-shot Dense Retrieval From 8 Examples


Sep 23, 2022
Zhuyun Dai, Vincent Y. Zhao, Ji Ma, Yi Luan, Jianmo Ni, Jing Lu, Anton Bakalov, Kelvin Guu, Keith B. Hall, Ming-Wei Chang

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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

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* Findings of ACL 2022 

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Large Dual Encoders Are Generalizable Retrievers


Dec 15, 2021
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang

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Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models


Aug 26, 2021
Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang

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Neural Passage Retrieval with Improved Negative Contrast


Oct 23, 2020
Jing Lu, Gustavo Hernandez Abrego, Ji Ma, Jianmo Ni, Yinfei Yang

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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

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* 14 pages 

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Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation


Apr 29, 2020
Ji Ma, Ivan Korotkov, Yinfei Yang, Keith Hall, Ryan McDonald

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* 5 pages, 2 figures 

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