METHOD AND APPARATUS FOR GENERATING QUESTION AND ANSWER DATASET BASED ON INPUT PARAGRAPH

摘要

The present invention provides a method for generating a question-and-answer dataset based on a paragraph input according to an embodiment, comprising: generating a hidden representation for each word in the input paragraph and storing it in a memory; sampling a latent variable based on the hidden expression; generating a weighted sum vector by calculating the importance of the hidden expression stored in the memory through attention using the sampled latent variable as a query; generating a response span based on the latent variable and the weighted sum vector; and generating a query based on the response span and the attention on the hidden representation of the memory.