AI Solves 'Lost-in-the-Middle' Problem In Long Document Summarization
AI tackles "lost-in-the-middle" problem in long doc summarization, improving accuracy & relevance for large language models & lengthy source docs.
This is a Plain English Papers summary of a research paper called AI System Tackles "Lost-in-the-Middle" Problem in Long Document Summarization. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview • Research tackles evidence attribution in long-context query summarization • Addresses "lost-in-the-middle" problem for large language models • Proposes unstructured approach to evidence tracking • Focuses on maintaining accuracy with lengthy source documents • Aims to improve summary relevance to specific queries Plain English Expla...