https://www.sri.com/publication/speech-natural-language-pubs/does-active-learning-help-automatic-dialog-act-tagging-in-meeting-data/
Does Active Learning Help Automatic Dialog Act Tagging in Meeting Data? - SRI
Mar 13, 2023 - We explore active learning for two different types of DA models -- hidden Markov models (HMMs) and maximum entropy (maxent).
active learning
https://www.sri.com/publication/speech-natural-language-pubs/automatic-dialog-act-labeling-with-minimal-supervision/
Automatic Dialog Act Labeling With Minimal Supervision - SRI
Mar 7, 2023 - We investigate the problem of automatically tagging dialog acts when hand-labeled training data is scarce.
dialog actautomaticlabelingminimalsupervision
https://www.mdpi.com/2078-2489/10/3/94
A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization
Automatic dialog act recognition is an important step for dialog systems since it reveals the intention behind the words uttered by its conversational...