US 11,928,558 B1
Providing content reviews based on AI/ML output
Siddharth Vivek Joshi, Seattle, WA (US); Anuj Gupta, Seattle, WA (US); Mark Chien, Bellevue, WA (US); Jonathan Thomas Greenlee, Bothell, WA (US); Stefano Stefani, Issaquah, WA (US); Warren Barkley, Kirkland, WA (US); Jon I. Turow, Seattle, WA (US); Sindhu Chejerla, Seattle, WA (US); Kriti Bharti, Seattle, WA (US); and Prateek Sharma, Seattle, WA (US)
Assigned to Amazon Technologies, Inc., Seattle, WA (US)
Filed by Amazon Technologies, Inc., Seattle, WA (US)
Filed on Nov. 29, 2019, as Appl. No. 16/699,247.
Int. Cl. G06N 20/00 (2019.01); G06F 16/21 (2019.01)
CPC G06N 20/00 (2019.01) [G06F 16/211 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A system comprising:
one or more processors; and
one or more non-transitory computer-readable media storing computer-executable instructions that, when executed by the one or more processors, cause the one or more processors to perform acts comprising:
receiving, from a user, a request for reviewing content including a first document and a second document, the request including:
a field of interest to search for within the content; and
a confidence threshold associated with the field of interest;
determining, within the first document and based at least in part on a machine learning (ML) model, a first key and a first value of a first predicted key value pair, the first predicted key value pair corresponding to the field of interest;
determining, within the second document and based at least in part on the ML model, a second key and a second value of a second predicted key value pair, the second predicted key value pair corresponding to the field of interest;
determining that the first key and the first value of the first predicted key value pair correspond to a first key value pair based at least in part on the first key and the first value satisfying the confidence threshold;
determining that the second key and the second value of the second predicted key value pair do not correspond to a second key value pair based at least in part on the second key and the second value not satisfying the confidence threshold; and
generating a review of the content, the review including the second document and the second key and the second value of the second predicted key value pair.