FastText-Based Intent Detection for Inflected Languages

Intent detection is one of the main tasks of a dialogue system. In this paper, we present our intent detection system that is based on fastText word embeddings and a neural network classifier. We find an improvement in fastText sentence vectorization, which, in some cases, shows a significant increa...

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Bibliographic Details
Main Authors: Kaspars Balodis, Daiga Deksne
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/10/5/161