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We present mahaNLP, an open-source natural language processing (NLP) libraryspecifically built for the Marathi language. It aims to enhance the support forthe low-resource Indian language Marathi in the field of NLP. It is aneasy-to-use, extensible, and modular toolkit for Marathi text analysis built onstate-of-the-art MahaBERT-based transformer models. Our work holds significantimportance as other existing Indic NLP libraries provide basic Marathiprocessing support and rely on older models with restricted performance. Ourtoolkit stands out by offering a comprehensive array of NLP tasks, encompassingboth fundamental preprocessing tasks and advanced NLP tasks like sentimentanalysis, NER, hate speech detection, and sentence completion. This paperfocuses on an overview of the mahaNLP framework, its features, and its usage.This work is a part of the L3Cube MahaNLP initiative, more information about itcan be found at https://github.com/l3cube-pune/MarathiNLP .

mahaNLP: A Marathi Natural Language Processing Library