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The monograph provides an in-depth exploration of the text classification pipeline, emphasizing evaluating the impact of each component on the performance of text classification models. The pipeline includes state-of-the-art datasets, text preprocessing techniques, representation methods, classification models, evaluation metrics and future trends.