no code implementations • 27 Dec 2019 • Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman
The SIGIR 2019 Workshop on eCommerce (ECOM19), was a full day workshop that took place on Thursday, July 25, 2019 in Paris, France.
no code implementations • 29 Apr 2019 • Utkarsh Porwal
In eBay search, document is an item and the query-item similarity can be computed by comparing different facets of the query-item pair.
no code implementations • 21 Dec 2018 • Grigor Aslanyan, Utkarsh Porwal
We apply this method to eBay search data to estimate click propensities for web and mobile search and compare these with estimates using the EM method.
no code implementations • 6 Nov 2018 • Utkarsh Porwal, Smruthi Mukund
Our main contribution is proposing a novel method that can detect outliers in large datasets and is robust to changing patterns.
no code implementations • 12 Dec 2017 • Utkarsh Porwal, Smruthi Mukund
In this work we are proposing an approach that detects outliers in large data sets by relying on data points that are consistent.
no code implementations • 21 May 2017 • Yingbo Zhou, Utkarsh Porwal, Roberto Konow
In this paper, we reformulated the spell correction problem as a machine translation task under the encoder-decoder framework.
no code implementations • NeurIPS 2014 • Yingbo Zhou, Utkarsh Porwal, Ce Zhang, Hung Q. Ngo, XuanLong Nguyen, Christopher Ré, Venu Govindaraju
Superior performance of our method is demonstrated on a challenging relation extraction task from a very large data set that have both redundant features and sample size in the order of millions.