18416276. DOMAIN-AWARE AUTOCOMPLETE (Optum, Inc.)
DOMAIN-AWARE AUTOCOMPLETE
Organization Name
Inventor(s)
Ramin Anushiravani of San Carlos CA (US)
Yizhao Ni of Centennial CO (US)
Harsh M. Maheshwari of Irving TX (US)
Micah David Ketola of Jersey City NJ (US)
DOMAIN-AWARE AUTOCOMPLETE
This abstract first appeared for US patent application 18416276 titled 'DOMAIN-AWARE AUTOCOMPLETE
Original Abstract Submitted
Various embodiments of the present disclosure provide model-based domain-aware autocomplete techniques for generating autocomplete suggestions in a complex search domain. Example embodiments are configured to generate, using a domain-aware autocomplete model, a label for an autocomplete suggestion based on a set of keywords within an autocomplete suggestion training dataset associated with a target domain source. Example embodiments are also configured to generate, using a weak-labeling model, an updated label for the autocomplete suggestion by decorrelating the set of keywords from the label. Example embodiments are also configured to generate, using a sentence classification model, a category for the autocomplete suggestion based on the updated label. Example embodiments are also configured to, using the domain-aware autocomplete model, generate a suggestion-category pair (SCP) based on the autocomplete suggestion and the category for the autocomplete suggestion. Example embodiments are also configured for initiating performance of a search query resolution based on the SCP.
