Patent ID: 11954136
Assignee: TENCENT AMERICA LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method of training a model for query generation, the method performed by at least one processor and comprising:
receiving a training instance query corresponding to a dialogue history;
generating a first static view of the model based on a number of common words between the training instance query and the dialogue history by performing a first making operation that applies a 0-1 scaling value to the training instance query based on the number of common words between the training instance query and the dialogue history, the 0-1 scaling value being a value between 0 and 1;
generating a second static view of the model based on one or more tokens not covered by the dialogue history, the one or more tokens corresponding to one or more query words;
generating a dynamic view of the model based on a score operation that compares a candidate query generated from the model with a target query; and
training the model based at least on the first static view, the second static view, and the dynamic view.