The Welsh Natural Language Toolkit (WNLT) is an open-source software for Welsh NLP, offering features like tokenization, lemmatization, part-of-speech tagging, and named entity recognition. With a user-friendly GUI and CLI, as well as an accessible API, WNLT simplifies NLP tasks for both technical a

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Tokenization involves splitting natural language text into wordforms or tokens, with considerations for word treatments like lowercase conversion, lemmatization, and stemming. Lemmatization focuses on determining base forms of words, while stemming simplifies wordforms using rules. The choice of wor

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Seleaf is a cloud-based search engine using a tagged corpus of spoken English from movies to aid language learning. It offers features like synchronized text, speech, and visual data search, lemmatization, and error behavior analysis. The academic and educational use of Seleaf includes linguistic da

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