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Manzil Zaheer

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Incremental Extractive Opinion Summarization Using Cover Trees

Jan 16, 2024
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi

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ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Dec 15, 2023
Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix Yu, Sanjiv Kumar

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Functional Interpolation for Relative Positions Improves Long Context Transformers

Oct 06, 2023
Shanda Li, Chong You, Guru Guruganesh, Joshua Ainslie, Santiago Ontanon, Manzil Zaheer, Sumit Sanghai, Yiming Yang, Sanjiv Kumar, Srinadh Bhojanapalli

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ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis

Jul 26, 2023
Kensen Shi, Joey Hong, Manzil Zaheer, Pengcheng Yin, Charles Sutton

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Machine Reading Comprehension using Case-based Reasoning

May 24, 2023
Dung Thai, Dhruv Agarwal, Mudit Chaudhary, Rajarshi Das, Manzil Zaheer, Jay-Yoon Lee, Hannaneh Hajishirzi, Andrew McCallum

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Can Public Large Language Models Help Private Cross-device Federated Learning?

May 20, 2023
Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, H. Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer

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Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders

May 04, 2023
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Andrew McCallum

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Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining

Mar 27, 2023
Nicholas Monath, Manzil Zaheer, Kelsey Allen, Andrew McCallum

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ResMem: Learn what you can and memorize the rest

Feb 03, 2023
Zitong Yang, Michal Lukasik, Vaishnavh Nagarajan, Zonglin Li, Ankit Singh Rawat, Manzil Zaheer, Aditya Krishna Menon, Sanjiv Kumar

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EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval

Jan 27, 2023
Seungyeon Kim, Ankit Singh Rawat, Manzil Zaheer, Sadeep Jayasumana, Veeranjaneyulu Sadhanala, Wittawat Jitkrittum, Aditya Krishna Menon, Rob Fergus, Sanjiv Kumar

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