The adoption of pre-trained language models in task-oriented dialogue systems has
resulted in significant enhancements of their text generation abilities. However, these …

Dialogue data in real scenarios tend to be sparsely available, rendering data-starved end-to-
end dialogue systems trained inadequately. We discover that data utilization efficiency in …

Sharing ideas through communication with peers is the primary mode of human interaction.
Consequently, extensive research has been conducted in the area of conversational AI …

Введение. В настоящее время часто для различных задач обработки естественного
языка требуются большие наборы данных. Однако для многих задач сбор большого …

Аннотация Изображения с высоким разрешением (High Resolution, HR) имеют
широкое применение, например при проведении видеоконференций, дистанционного …

Raman spectroscopy (RS) is one of the promising approaches for structural and functional
studies of various biological objects, including bacterial microorganisms. Both traditional …

Currently, various natural language processing tasks often require large data sets. However,
for many tasks, collecting large datasets is quite tedious and expensive, and requires the …