Бақыланатын алдын ала оқыту

method ID: supervisedpretraining

Related Papers

UHH-LT at SemEval-2019 Task 6: Supervised vs. Unsupervised Transfer Learning for Offensive Language Detection

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWe present a neural network based approach of transfer learning for offensive language detection. For our system, we compare two types of knowledge transfer: supervised and unsupervised pre-training. Supervised pre-training …...

25677

BembaSpeech: A Speech Recognition Corpus for the Bemba Language

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe present a preprocessed, ready-to-use automatic speech recognition corpus, BembaSpeech, consisting over 24 hours of read speech in the Bemba language, a written but low-resourced language spoken by over 30% …...

14188

Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractIt is challenging to train a good intent classifier for a task-oriented dialogue system with only a few annotations. Recent studies have shown that fine-tuning pre-trained language models with a …...

21466