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MAVE: A Product Dataset for Multi-source Attribute Value Extraction


Dec 16, 2021
Li Yang, Qifan Wang, Zac Yu, Anand Kulkarni, Sumit Sanghai, Bin Shu, Jon Elsas, Bhargav Kanagal

* 10 pages, 7 figures. Accepted to WSDM 2022. Dataset available at https://github.com/google-research-datasets/MAVE 

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ShopTalk: A System for Conversational Faceted Search


Sep 02, 2021
Gurmeet Manku, James Lee-Thorp, Bhargav Kanagal, Joshua Ainslie, Jingchen Feng, Zach Pearson, Ebenezer Anjorin, Sudeep Gandhe, Ilya Eckstein, Jim Rosswog, Sumit Sanghai, Michael Pohl, Larry Adams, D. Sivakumar


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ETC: Encoding Long and Structured Data in Transformers


Apr 21, 2020
Joshua Ainslie, Santiago Ontanon, Chris Alberti, Philip Pham, Anirudh Ravula, Sumit Sanghai

* Updated ETC 512 results which mistakenly used a stale input format. Paper has not been peer-reviewed. An extended version will be submitted for review in the future 

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An Empirical Comparison of Algorithms for Aggregating Expert Predictions


Jun 27, 2012
Varsha Dani, Omid Madani, David M Pennock, Sumit Sanghai, Brian Galebach

* Appears in Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI2006) 

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