Articles nlp
Pre-trained Transformers with Hugging Face
Get started with the transformers package from Hugging Face for sentiment analysis, translation, zero-shot text classification, summarization, and named-entity recognition (English and French)
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Sentiment Analysis with a deep convolutional network
Find out if a text is positive or negative
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Word Embedding and Sentiment Analysis (IMDB)
Word embedding is essential in natural language processing with deep learning. This technique allows the network to learn about the meaning of the words. In this post, we classify movie reviews in the IMDB dataset as positive or negative, and provide a visual illustration of embedding.
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Text Preprocessing For Machine Learning (yelp dataset part 2)
The yelp dataset is large, and it's in text format. Here are detailed explanations and all the code needed to convert it to a numpy array for machine learning.
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Simple Text Mining with Pandas
Prepare the yelp dataset (shop reviews) for natural language processing.
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