Patent ID: 11868344
Assignee: TENCENT AMERICA LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. The apparatus of claim 7, the computer program code further including:
self-attention code configured to cause the at least one processor to apply self-attention to the source language utterances independently and the target language utterances independently in a first layer of a transformer to generate the mixed representation of the target language utterances;
sharing code configured to cause the at least one processor to share parameters from a second layer of the transformer to the first layer of the transformer;
enhancing code configured to cause the at least one processor to enhance the mixed representations of the target language utterances based on a mixup ratio of the second layer of the transformer; and
skip connection code configured to cause the at least one processor to apply a skip connection to the database schema to generate the mixed representation of the database schema.