Contribute to AIML4OS/WP10_tutorial_text_classification development by creating an account on GitHub.

This review article provides a thorough assessment of modern and innovative algorithms for text classification through both observational and experimental evaluations. We propose a new classification ...

In addition, many short text classification methods, in particular, deep neural network approaches, require a large amount of annotated data, which, as described previously, is often not possible or ...

Traditional methods for inspection report text classification typically rely on manual judgment and accumulated experience, resulting in low efficiency and a significant misjudgment rate. Therefore, ...

This demo implements FastText [1] for sentence classification. This demo should be run in eager mode and can be slower than the corresponding demo in graph mode.

Improve text classification with an efficient preprocessing algorithm. Reduce feature dimension, enhance matrix quality, and increase accuracy and speed.

Text classification is basically to categorize text data into different groups. Text classification has been applied in various domains, including news filtering and organization, document ...