ASE-ERNIE:ERNIE-based Chinese instruction action sequence generation method
The Chinese structure is flexible and diverse,and the same semantics can be expressed in multiple ways.When the Chinese instruction is too long or there are multiple sets of actions,it is difficult for the home service robot to understand and respond correctly.In addition,research on Chinese instruction parsing in home settings is still scarce in terms of data.Existing methods cannot accurately extract the entire sequence of actions contained in an in-struction.An Action Sequence Extraction model based on ERNIE(ASE-ERNIE)method to extract executable ac-tion sequences in Chinese instructions was proposed.The model extracted instruction information through the rela-tionship between action types and parameters,transforming the extraction of action sequences into the sequence an-notation tasks.When there were multiple groups of actions and multiple parameters in the instruction,the whole ac-tion sequence could still be extracted.The effectiveness of the proposed method was verified by experiments,and the F1 value of the action sequence extraction task reached 80.37％.
NETL
NSTL
万方数据
