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Donald Metzler

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SEMQA: Semi-Extractive Multi-Source Question Answering

Nov 08, 2023
Tal Schuster, Adam D. Lelkes, Haitian Sun, Jai Gupta, Jonathan Berant, William W. Cohen, Donald Metzler

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PaRaDe: Passage Ranking using Demonstrations with Large Language Models

Oct 22, 2023
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui

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Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Jun 30, 2023
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky

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Gen-IR @ SIGIR 2023: The First Workshop on Generative Information Retrieval

Jun 13, 2023
Gabriel Bénédict, Ruqing Zhang, Donald Metzler

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LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction

May 31, 2023
Jeremiah Milbauer, Annie Louis, Mohammad Javad Hosseini, Alex Fabrikant, Donald Metzler, Tal Schuster

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How Does Generative Retrieval Scale to Millions of Passages?

May 19, 2023
Ronak Pradeep, Kai Hui, Jai Gupta, Adam D. Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran

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DSI++: Updating Transformer Memory with New Documents

Dec 19, 2022
Sanket Vaibhav Mehta, Jai Gupta, Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Jinfeng Rao, Marc Najork, Emma Strubell, Donald Metzler

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Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification

Dec 16, 2022
Jai Gupta, Yi Tay, Chaitanya Kamath, Vinh Q. Tran, Donald Metzler, Shailesh Bavadekar, Mimi Sun, Evgeniy Gabrilovich

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Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models

Dec 15, 2022
Bernd Bohnet, Vinh Q. Tran, Pat Verga, Roee Aharoni, Daniel Andor, Livio Baldini Soares, Jacob Eisenstein, Kuzman Ganchev, Jonathan Herzig, Kai Hui, Tom Kwiatkowski, Ji Ma, Jianmo Ni, Tal Schuster, William W. Cohen, Michael Collins, Dipanjan Das, Donald Metzler, Slav Petrov, Kellie Webster

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Transcending Scaling Laws with 0.1% Extra Compute

Oct 20, 2022
Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani

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