Method for determining logicality of dialogue sentences and non-transitory computer-readable medium

A non-transitory computer-readable medium, configured to store a plurality of instructions, wherein a plurality of operations is caused when the plurality of instruction is executed by a processor, and the plurality of instruction comprises:

• executing a large language model to generate a linguistic deficit profile according to a dialogue text and a prompt text;
• executing an embedding model to generate a first vector according to the linguistic deficit profile;
• executing a pre-trained language model to generate a plurality of second vectors according to the dialogue text;
• executing the pre-trained language model to concatenate the first vector with each of the plurality of second vectors;
• and
• executing the pre-trained language model to generate a logicality determination result according to each of the plurality of second vectors concatenated with the first vector.