On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms

On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms

Chatbots are becoming increasingly popular and require the ability to interpret natural language to provide clear communication with humans. To achieve this, intent detection is crucial. However, current applications typically need a significant amount of annotated data, which is time-consuming and...

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Bibliographic Details
Main Authors: André Moura, Pedro Lima, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
BERT
chatbots
embedding clustering
intent detection
natural language processing
natural language understanding
Online Access:https://www.mdpi.com/2076-3417/13/8/5178

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https://www.mdpi.com/2076-3417/13/8/5178

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