Are You the Keymaster?
In this article we'll talk about statistical, graph-based, algorithmic, and machine learning techniques to identify keywords and keyphrases in texts. A keyword is a word that represents the most important ideas in a text. Keywords are useful for information retrieval systems, extractive summarization, classification tasks, and more. Keywords also provide a useful means of quickly comparing texts, with the idea that texts with very similar keywords are likely to be similar in their totality.
February 15, 2025 39 min read keyword extraction machine learning