US 12,190,076 B2
Systems and methods for intelligent source content routing
Mihai Vlad, London (GB); and Abdessamad Echihabi, Los Angeles, CA (US)
Assigned to SDL Inc., Wakefield, MA (US)
Filed by SDL Inc., Wakefield, MA (US)
Filed on Jun. 7, 2023, as Appl. No. 18/207,116.
Application 18/207,116 is a continuation of application No. 17/944,956, filed on Sep. 14, 2022, granted, now 11,720,761.
Application 17/944,956 is a continuation of application No. 17/077,994, filed on Oct. 22, 2020, granted, now 11,475,227, issued on Oct. 18, 2022.
Application 17/077,994 is a continuation of application No. 16/226,419, filed on Dec. 19, 2018, granted, now 10,817,676, issued on Oct. 27, 2020.
Claims priority of provisional application 62/610,591, filed on Dec. 27, 2017.
Prior Publication US 2023/0316008 A1, Oct. 5, 2023
Int. Cl. G06F 40/58 (2020.01); G06F 16/31 (2019.01); G06F 16/34 (2019.01); G06F 40/166 (2020.01); G06F 40/216 (2020.01); G06F 40/284 (2020.01); G06F 40/51 (2020.01); G06N 3/04 (2023.01); G06Q 10/10 (2023.01); G06Q 10/101 (2023.01)
CPC G06F 40/58 (2020.01) [G06F 16/313 (2019.01); G06F 16/345 (2019.01); G06F 40/166 (2020.01); G06F 40/216 (2020.01); G06F 40/284 (2020.01); G06F 40/51 (2020.01); G06N 3/04 (2013.01); G06Q 10/101 (2013.01); G06Q 10/103 (2013.01)] 24 Claims
OG exemplary drawing
 
1. A method for routing documents for translation services to translators, the method comprising:
receiving a translation job that includes a machine translated document;
receiving a translator feature for each of a plurality of translators;
receiving a plurality of job features;
receiving a document for translation services;
extracting document content features from content of the document;
generating an input matrix from the document content features, wherein at least one of the document content features includes a document summary feature comprising a vector representation of a plurality of sentences from the content of the document;
generating a target matrix for the plurality of translators from the plurality of translator features;
processing the input matrix using the target matrix for an artificial neural network to select a translator from the plurality of translators; and
routing the received document to the selected translator for performing the translation services.