Unlocking Text's Secrets: Information Density with LLMs

This fascinating discussion explores how much information a word conveys based on its predictability in a given context. The potential to visualize important parts of text using Large Language Models (LLMs) and their information-theoretic nature opens exciting doors for text analysis and understanding.

• •The core idea is that word importance can be linked to how surprising it is given the context.
• •Large Language Models (LLMs) can be used to analyze text and visualize information density.
• •This approach views text as a stream of information with varying degrees of 'worth'.