Abstractive Summarization Using Pegasus

Abstractive Summarization Using Pegasus

In the last article, we have seen how to perform extractive summarization of some text, which selects important sentences and gives them out by ranking them, without changing any text. While they are suitable for some cases, they do not achieve the sophistication of...
Sentiment Analysis: Concepts, Models, and Examples

Sentiment Analysis: Concepts, Models, and Examples

Sentiment analysis is a sub field of Natural Language Processing (NLP) that identifies and extracts emotions expressed in given texts. It is a machine learning tool that understands the context and determines the polarity of text, whether it is positive, neutral, or...