1 results about "Method cascading" patented technology

This invention relates to the field of natural language processing technology, providing an end-to-end multi-turn dialogue rewriting method, system, and storage medium that integrates dialogue detection. In the proposed end-to-end multi-turn dialogue rewriting method, a joint learning approach is used to train the detector and generator, solving the problems of cascading errors and incoherent sentences after matching and filling in the Pipeline method, thus improving the detector's detection performance. By having the detector ignore sentences that do not need rewriting and integrating dialogue detection information into the generator, the slow speed and repetitive encoding problems of the Seq2Seq method are solved. The dialogue rewriting process of this invention does not require the generator to repeatedly encode the text, improving the model's prediction speed. Simultaneously, integrating dialogue detection information into the generator improves the generation quality of the rewritten sentences.