Better Summarization with Chain of Density Prompting
Chain of Density is prompt engineering method designed to generate multiple summaries that become progressively more detailed, without increasing their length. An initial summary is generated that is entity-sparse, meaning it contains few key nouns or noun phrases that encapsulate the main points of the article. Then Chain of Density iteratively incorporates additional entities.