Improving Probabilistic Models in Text Classification via Active Learning

no code implementations • 5 Feb 2022 • Mitchell Bosley, Saki Kuzushima, Ted Enamorado, Yuki Shiraito

The probabilistic model uses both labeled and unlabeled data, and active learning concentrates labeling efforts on difficult documents to classify.

Active Learning text-classification +1

Large-scale text processing pipeline with Apache Spark

no code implementations • 2 Dec 2019 • Alexey Svyatkovskiy, Kosuke Imai, Mary Kroeger, Yuki Shiraito

In this paper, we evaluate Apache Spark for a data-intensive machine learning problem.