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

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

<ul><li>The paper addresses document valuation in LLM-generated summaries using Shapley values</li><li>It introduces the Cluster Shapley algorithm to enhance efficiency and reduce costs&nbsp;</li><li>The approach clusters similar documents, maintaining high attribution accuracy&nbsp;</li><li>The algorithm achieves up to 40% reduction in computation time&nbsp;</li></ul>

Document Valuation in LLM Summaries: A Cluster Shapley Approach

Men know other men best. Women know other women best. 
And yes, perhaps AIs know other AIs best. 
AI explains what you should know about this week's AI research progress.

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Men know other men best. Women know other women best. And yes, perhaps AIs know other AIs best. AI explains what you should know about this week's AI research progress.

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Document Valuation in LLM Summaries: A Cluster Shapley Approach

Document Valuation in LLM Summaries: A Cluster Shapley Approach