Web Reference: Dec 17, 2025 · It helps in tasks such as text classification, information retrieval and text summarization by reducing words to a base form. While it is effective, it can sometimes introduce drawbacks including potential inaccuracies and a reduction in text readability. Given the importance of stemming for information retrieval systems, in this paper, we present a detailed study of the adopted stemming approaches and the working mechanism of the various algorithms that follow each approach. In doing so, stemming aims to improve text processing in machine learning and information retrieval systems.
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