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When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset

May 17, 2021
Lucia Zheng, Neel Guha, Brandon R. Anderson, Peter Henderson, Daniel E. Ho

* ICAIL 2021. Code & data available at 

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Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation

Oct 23, 2020
Laurel Orr, Megan Leszczynski, Simran Arora, Sen Wu, Neel Guha, Xiao Ling, Christopher Re

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Machine Learning for AC Optimal Power Flow

Oct 19, 2019
Neel Guha, Zhecheng Wang, Matt Wytock, Arun Majumdar

* 3 pages, 2 tables. Presented at the Climate Change Workshop at ICML 2019 

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One-Shot Federated Learning

Mar 05, 2019
Neel Guha, Ameet Talwalkar, Virginia Smith

* 5 pages, 3 figures, 1 table. 2nd Workshop on Machine Learning on the Phone and other Consumer Devices, NeurIPs 2018 

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Knowledge Aggregation via Good-Enough Model Spaces

Oct 03, 2018
Neel Guha

* 12 pages, 5 Figures 

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