Publications

Take a deeper dive into the research happening at Interactions.

Natural Language Processing

Corpus and Annotation Towards NLU for Customer Ordering Dialogs

<img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/john-chen-min-150x150.jpg" width="50" height="50" alt="John Chen" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

<img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/ethan-selfridge-min-150x150.jpg" width="50" height="50" alt="Ethan Selfridge" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

<img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" width="50" height="50" alt="Srinivas Bangalore" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

<img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" width="50" height="50" alt="Michael Johnston" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

John Chen, Ethan Selfridge, Srinivas Bangalore, Michael Johnston

2018

Dialog/Conversational AI

Intent discovery through unsupervised semantic text clustering

<img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" width="50" height="50" alt="Srinivas Bangalore" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

Srinivas Bangalore

2018

Natural Language Processing

Automatic Data Expansion for Customer Care Spoken Language Understanding

<img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" width="50" height="50" alt="Srinivas Bangalore" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

Srinivas Bangalore

2018

Automatic Speech Recognition

Multilingual Deep Neural Network Training Using Cyclical Learning Rate

Yeon-Jun Kim

2018

Natural Language Processing

Practical Application of Domain Dependent Confidence Measurement for Spoken Language Understanding Systems

Mahnoosh Mehrabani, Ben Stern

2018

Dialog/Conversational AI

Knowledge-graph driven information state approach to dialog.

<img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" width="50" height="50" alt="Michael Johnston" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

Michael Johnston

2018

Dialog/Conversational AI

Knowledge-graph Driven Information State Approach to Dialog Managment

<img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" width="50" height="50" alt="Michael Johnston" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

Michael Johnston

2018

Dialog/Conversational AI, Natural Language Processing

Corpus and Annotation Towards NLU for Customer Ordering Dialogs

<img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/john-chen-min-150x150.jpg" width="50" height="50" alt="John Chen" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

<img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/ethan-selfridge-min-150x150.jpg" width="50" height="50" alt="Ethan Selfridge" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

<img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Michael Johnston" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/michael-johnston-min-150x150.jpg" width="50" height="50" alt="Michael Johnston" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

<img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" width="50" height="50" alt="Srinivas Bangalore" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

John Chen, Ethan Selfridge, Michael Johnston, Srinivas Bangalore

2018

Natural Language Processing

The SLT-Interactions Parsing System at the CoNLL 2018 Shared Task

<img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="50" height="50" alt="Srinivas Bangalore" data-src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img src="https://1gm5bx1onm8i3xs8wd1jtohb-wpengine.netdna-ssl.com/wp-content/uploads/2020/01/srinivas-bangalore-min-150x150.jpg" width="50" height="50" alt="Srinivas Bangalore" class="avatar avatar-50 wp-user-avatar wp-user-avatar-50 alignnone photo" />

Srinivas Bangalore

2018

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