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Document Valuation in LLM Summaries: A Cluster Shapley Approach
Published 1 year, 5 months ago
Description
- The paper addresses document valuation in LLM-generated summaries using Shapley values
- It 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