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Differentially Private Adaptive Optimization with Delayed Preconditioners


Dec 01, 2022
Tian Li, Manzil Zaheer, Ken Ziyu Liu, Sashank J. Reddi, H. Brendan McMahan, Virginia Smith

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Large Language Models with Controllable Working Memory


Nov 09, 2022
Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix Yu, Sanjiv Kumar

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Learning to Navigate Wikipedia by Taking Random Walks


Oct 31, 2022
Manzil Zaheer, Kenneth Marino, Will Grathwohl, John Schultz, Wendy Shang, Sheila Babayan, Arun Ahuja, Ishita Dasgupta, Christine Kaeser-Chen, Rob Fergus

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* NeurIPS 2022 

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Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization


Oct 23, 2022
Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum

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* EMNLP 2022. Code for all experiments and model checkpoints are available at https://github.com/iesl/anncur 

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Longtonotes: OntoNotes with Longer Coreference Chains


Oct 07, 2022
Kumar Shridhar, Nicholas Monath, Raghuveer Thirukovalluru, Alessandro Stolfo, Manzil Zaheer, Andrew McCallum, Mrinmaya Sachan

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A Fourier Approach to Mixture Learning


Oct 06, 2022
Mingda Qiao, Guru Guruganesh, Ankit Singh Rawat, Avinava Dubey, Manzil Zaheer

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* To appear at NeurIPS 2022; v2 corrected author information 

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Generalization Properties of Retrieval-based Models


Oct 06, 2022
Soumya Basu, Ankit Singh Rawat, Manzil Zaheer

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Teacher Guided Training: An Efficient Framework for Knowledge Transfer


Aug 14, 2022
Manzil Zaheer, Ankit Singh Rawat, Seungyeon Kim, Chong You, Himanshu Jain, Andreas Veit, Rob Fergus, Sanjiv Kumar

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Questions Are All You Need to Train a Dense Passage Retriever


Jun 21, 2022
Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau, Manzil Zaheer

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