Effect of typos on text classification accuracy in word and character tokenization

PE Shawky, SM ElKaffas… - Journal of Advanced …, 2024 - semarakilmu.com.my
To train a machine to “sense” a users' feelings through writings (sentiment analysis) has
become a crucial process in several domains: marketing, research, surveys and more …

FastText and Extremely Randomized Trees for Language Detection: A Powerful Duo for Multilingual Text Analytics

S Das, U Mitra - International Conference on Data Science, Machine …, 2023 - Springer
Abstract Language identification is a challenging task, particularly when dealing with
multilingual and noisy text. This research investigates the optimal fusion of language …