DataFunTalk
Jun 28, 2020 · Artificial Intelligence
Applying UDA Semi‑Supervised Learning to Financial Text Classification: Experiments and Insights
This article investigates the practical performance of Google’s 2019 Unsupervised Data Augmentation (UDA) framework on real‑world financial text classification tasks, detailing experiments with limited labeled data, domain‑out‑of‑distribution samples, noisy labels, and comparisons between BERT and lightweight TextCNN models.
BERTSemi-supervised LearningText Classification
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