US 12,488,183 B2
Method and system for insightful phrase extraction from text
Miruna Jayakrishnasamy, Vellore (IN); and Prakash Ranganathan, Tamilnadu (IN)
Assigned to Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed by Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed on Dec. 13, 2022, as Appl. No. 18/080,387.
Prior Publication US 2024/0193365 A1, Jun. 13, 2024
Int. Cl. G06F 40/289 (2020.01)
CPC G06F 40/289 (2020.01) 20 Claims
OG exemplary drawing
 
1. A method, comprising:
receiving, at a device, an input text;
identifying, from the input text, first and second independent contexts without a common bounding word;
for each of the independent contexts, generating top k phrases by:
obtaining a plurality of initial phrases based on one or more linguistic features,
filtering the plurality of initial phrases to generate a plurality of filtered candidate phrases,
computing phrase features for each of the plurality of filtered candidate phrases, and
identifying the top k phrases from the plurality of filtered candidate phrases based on their respective phrase features;
selecting, for each of the independent contexts, a most insightful phrase from the top k phrases for the independent context based on an artificial neural network that integrates diverse phrase selection models established based on different types of phrase features; and
facilitating an understanding of the input text based on the selected one or more most insightful phrases.