BooookScore: A systematic exploration of book-length summarization in the era of LLMs

This is a Plain English Papers summary of a research paper called BooookScore: A systematic exploration of book-length summarization in the era of LLMs. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• This paper explores the challenges of summarizing book-length documents using large language models (LLMs).

• It presents the first study on the coherence of LLM-based book-length summarizers, evaluating two prompting workflows: hierarchically merging …

ai aimodels analysis beginners book datascience english exploration llms machinelearning newsletter overview paper papers plain english papers research research paper summarization summary twitter