Document Valuation in LLM Summaries: A Cluster Shapley Approach
Mar 13, 2025•4 min
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Episode 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
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