Exploring the space of information retrieval term scoring functions

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• 作者：Parantapa Goswami ; ^{parantapa.goswami@imag.fr} ; Eric Gaussier ^{eric.gaussier@imag.fr} ; Massih-Reza Amini ^{massih-reza.amini@imag.fr}
• 关键词：IR theory ; Function generation ; Automatic discovery ; IR constraints
• 刊名：Information Processing & Management
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：53
• 期：2
• 页码：454-472
• 全文大小：758 K
• 卷排序：53

文摘

A novel automated discovery approach to systematically explore IR function space. Empirical analysis of heuristic IR constraints in light of the new discovery approach. Experimental validation of effectiveness of discovered IR scoring functions.