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

Moura, André; Lima, Pedro; Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Dias, Fernando Morgado

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 cru cial. However, current applications typically need a significant amount of annotated data, which is time-consuming and expensive to acquire. This article assesses the effectiveness of different text representations for annotating un...


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