Document Valuation in LLM Summaries: A Cluster Shapley Approach

The paper addresses document valuation in LLM-generated summaries using Shapley valuesIt introduces the Cluster Shapley algorithm to enhance efficiency and reduce costs The approach clusters similar documents, maintaining high attribution accuracy The algorithm achieves up to 40% reduction in computation time