no code implementations • 6 Dec 2021 • Sandra Sajeev, Jade Huang, Nikos Karampatziakis, Matthew Hall, Sebastian Kochman, Weizhu Chen
We do, however, have access to partial feedback provided by the user (clicks, surveys, and other events) which can be leveraged to improve the user experience.
1 code implementation • 24 Aug 2020 • Morteza Ziyadi, Yuting Sun, Abhishek Goswami, Jade Huang, Weizhu Chen
We present a novel approach to named entity recognition (NER) in the presence of scarce data that we call example-based NER.
no code implementations • 6 May 2019 • Nikos Karampatziakis, Sebastian Kochman, Jade Huang, Paul Mineiro, Kathy Osborne, Weizhu Chen
In this work, we describe practical lessons we have learned from successfully using contextual bandits (CBs) to improve key business metrics of the Microsoft Virtual Agent for customer support.