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Multi-Vector Retrieval as Sparse Alignment


Nov 02, 2022
Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao

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Scaling Instruction-Finetuned Language Models


Oct 20, 2022
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Zhao, Yanping Huang, Andrew Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei

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* Public checkpoints: https://github.com/google-research/t5x/blob/main/docs/models.md#flan-t5-checkpoints 

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Attributed Text Generation via Post-hoc Research and Revision


Oct 17, 2022
Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu

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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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Dialog Inpainting: Turning Documents into Dialogs


May 31, 2022
Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu

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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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COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List


Apr 15, 2021
Luyu Gao, Zhuyun Dai, Jamie Callan

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* NAACL 2021 

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Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline


Jan 21, 2021
Luyu Gao, Zhuyun Dai, Jamie Callan

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* ECIR 2021 

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PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer


Jan 20, 2021
HongChien Yu, Zhuyun Dai, Jamie Callan

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* Accepted at ECIR 2021 (short paper track) 

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