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Tag: Tokenization

Tweet Topic Modeling: Cleaning and Preprocessing Tweets
Latest  Machine Learning

Tweet Topic Modeling: Cleaning and Preprocessing Tweets

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July 21, 2023

Author(s): John Bica Originally published on Towards AI. Multi-part series showing how to scrape, preprocess and apply & visualize short text topic modeling for any collection of tweets Disclaimer: This article is only for educational purposes. We do not encourage anyone to …

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Fine-Tune BART for Translation on WMT16 Dataset (and Train new Tokenizer)
Latest  Machine Learning

Fine-Tune BART for Translation on WMT16 Dataset (and Train new Tokenizer)

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July 17, 2023

Author(s): Ala Alam Falaki Originally published on Towards AI. BART is a well-known summarization model. Also, it can do the translation task with the appropriate tokenizer for the target language. Photo by Etienne Girardet on Unsplash I recently attempted to test a …

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Analyse Customer Reviews with Natural Language Processing.
Latest  Machine Learning

Analyse Customer Reviews with Natural Language Processing.

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July 15, 2023

Author(s): Flo Originally published on Towards AI. Using CountVectorizer, an implementation of bag-of-words Top highlight Image by Flo on OpenSea, UX Natural Language Processing In this article, we build our machine learning model to guess customer reviews tone based on historical data. …

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