The application discloses a
language model evaluation and
text processing method and
system, and a computing device, and relates to the fields of
artificial intelligence and model evaluation. The method comprises the following steps: obtaining a text
data set of a
language model; determining evaluation indexes of the
language model based on the text
data set, wherein the evaluation indexes comprise indexes corresponding to at least one sub-ability of the language model, and the at least one sub-ability is an ability obtained by decomposing a self-correction ability of the language model according to different dimensions; and determining an
evaluation result of the self-correction ability based on the evaluation indexes, wherein the
evaluation result is used to represent whether the self-correction ability of the language model needs to be improved. The application solves the technical problem of low accuracy and efficiency of self-correction of a language model in the related art.