US 11,907,842 B2
Deep symbolic validation of information extraction systems
Alfio Massimiliano Gliozzo, Brooklyn, NY (US); Sarthak Dash, Jersey City, NJ (US); Michael Robert Glass, Bayonne, NJ (US); and Mustafa Canim, Ossining, NY (US)
Assigned to NTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Jan. 13, 2023, as Appl. No. 18/154,149.
Application 18/154,149 is a continuation of application No. 16/241,569, filed on Jan. 7, 2019, granted, now 11,574,179.
Prior Publication US 2023/0177335 A1, Jun. 8, 2023
Int. Cl. G06F 21/55 (2013.01); G06N 3/08 (2023.01)
CPC G06N 3/08 (2013.01) [G06F 21/554 (2013.01); G06F 2221/034 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system, comprising:
a memory that stores computer-executable components;
a processor, operably coupled to the memory, that executes the computer-executable components stored in the memory, wherein the computer-executable components comprise:
a training component that acquires global representations of entities and relation by training from output of a relation extraction component, wherein the relation extraction component generates a set of quads from a corpus of data, wherein the quads have form q=<e1, r; e2; s > where ei ∈V are entities found in the corpus of data, r ∈R is a finite set of relations and s ∈[0, 1].