11 citations · 16 across the 3 of their papers we have counts for
3 papers
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
Deepak Muralidharan, Joel Ruben Antony Moniz, Weicheng Zhang +6
Named entity recognition (NER) is usually developed and tested on text from well-written sources. However, in intelligent voice assistants, where NER is an important component, inp…
Noise Robust Named Entity Understanding for Voice Assistants
Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao +21
Named Entity Recognition (NER) and Entity Linking (EL) play an essential role in voice assistant interaction, but are challenging due to the special difficulties associated with sp…
Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant
Deepak Muralidharan, Justine Kao, Xiao Yang +8
Personal assistant AI systems such as Siri, Cortana, and Alexa have become widely used as a means to accomplish tasks through natural language commands. However, components in thes…