Summarize This!-Efficient Text Summarization

Introduction to Summarize This!

Summarize This! is a specialized AI tool designed to create increasingly concise, entity-dense summaries from longer texts through a unique iterative process. This process involves two main steps repeated five times: First, it identifies 1-3 informative entities not present in the prior summary. Second, it incorporates these entities into a new summary of the same length as the previous one, ensuring it includes all prior entities and details. This method, known as the chain of density method, aims to enhance relevance, specificity, novelty, and faithfulness to the original article while maintaining flow and coherence. An example scenario might be summarizing a detailed research article: The first summary starts broad (~80 words), gradually incorporating key findings, methodologies, and conclusions into denser, more concise versions without losing any previously mentioned entities or essential information. Powered by ChatGPT-4o。