US 12,118,310 B2
Extracting explainable corpora embeddings
Maria Kissa, Mountain View, CA (US); and Glenn Carter Scott, Los Altos Hills, CA (US)
Assigned to Intuit Inc., Mountain View, CA (US)
Filed by Intuit Inc., Mountain View, CA (US)
Filed on Dec. 17, 2021, as Appl. No. 17/554,931.
Prior Publication US 2023/0196019 A1, Jun. 22, 2023
Int. Cl. G06F 40/284 (2020.01)
CPC G06F 40/284 (2020.01) 20 Claims
OG exemplary drawing
 
1. A method comprising:
constructing a graph with a plurality of nodes representing a plurality of terms from a text sequence and a plurality of edges comprising a plurality of pointwise values generated between pairs of terms from the plurality of terms, wherein the text sequence is extracted from a session;
generating a rank vector from the graph, wherein a plurality of elements of the rank vector correspond to the plurality of edges of the graph, and wherein a rank value, of a plurality of rank values, corresponds to a term, of the plurality of terms, from the text sequence;
selecting the term by comparing the rank vector for the session to a previous rank vector generated from a previous text sequence for a previous session;
selecting a recommended text sequence using the term; and
presenting a link to the recommended text sequence.