Patent ID: 11875141
Assignee: INFOSYS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 4:
5. A system for training a neural machine translation model, comprising:
at least one processor; and
at least one memory unit operatively coupled to the at least one processor, having instructions stored thereon that, when executed by the at least one processor, causes the at least one processor to:
receive one or more source statements and equivalent target statements;
encode the one or more source statements and the equivalent target statements using a predefined token dictionary;
create a source-target map using the encoded one or more source statements and the encoded equivalent target statements;
generate one or more fragments of each of the encoded one or more source statements and the encoded equivalent target statements, iteratively, by applying the source-target map, wherein lengths of fragments of each of the encoded one or more source statements and the encoded equivalent target statements are within a predefined threshold; and
train the neural machine translation model using the generated one or more fragments.