Identifying the intentions of a user communicating with a bot

• Дата: 2023
• Автори: Теленик, С. Ф., Погорілий, С. Д., Крамов, А. А., Вовк, Є. А.
• Формат: Стаття
• Мова: Українська
• Опубліковано: Інститут проблем реєстрації інформації НАН України 2023
• Теми: zero-shot classifications; detection of user intentions; chatbot; NLI models
• Онлайн доступ: http://drsp.ipri.kiev.ua/article/view/300436
• Назва журналу: Data Recording, Storage & Processing

The challenge of the classification of the intents of a user during the interaction with a chat-bot has been considered. The comparative analysis of the existing intent classification dataset and corresponding methods based on machine learning and deep learning techniques has been performed. Moreove...