CTRAN: CNN-Transformer-based Network for Natural Language Understanding

Mehrdad Rafiepour, Javad Salimi Sartakhti

Intent-detection and slot-filling are the two main tasks in natural language understanding. In this study, we propose CTRAN, a novel encoder-decoder CNN-Transformer-based architect…