Towards resource-aware dialogue systems and sentiment analysis

In the past few years, the use of transformer-based models has experienced increasing popularity as new state-of-the-art performance was achieved in several natural language processing tasks. As these models are often extremely large, however, their use for applications within embedded devices may n...

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Bibliographic Details
Main Author: Pandelea, Vlad
Other Authors: Erik Cambria
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/173846