Supervised approaches for explicit search result diversification

Information Processing & Management, pp. 1023562020.

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Abstract:

•We leverage supervised learning methods to improve the effectiveness of explicit search result diversification.•We cast the diversification problem as that of learning a ranking model, based on the coverage of query aspects by each candidate document.•We learn the importance of query aspects by re-ranking the candidate documents for each...More

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