Intent Detection Problem Solving via Automatic DNN Hyperparameter Optimization

Intent Detection Problem Solving via Automatic DNN Hyperparameter Optimization

Accurate intent detection-based chatbots are usually trained on larger datasets that are not available for some languages. Seeking the most accurate models, three English benchmark datasets that were human-translated into four morphologically complex languages (i.e., Estonian, Latvian, Lithuanian, R...

Full description

Bibliographic Details
Main Authors: Jurgita Kapočiūtė-Dzikienė, Kaspars Balodis, Raivis Skadiņš
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Applied Sciences
Subjects:
intent detection
fastText and BERT embeddings
CNN
LSTM
BiLSTM classifiers
hyperparameter optimization
Online Access:https://www.mdpi.com/2076-3417/10/21/7426

Internet

https://www.mdpi.com/2076-3417/10/21/7426

Similar Items