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Lexical Query Modeling in Session Search

2016-08-23Code Available0· sign in to hype

Christophe Van Gysel, Evangelos Kanoulas, Maarten de Rijke

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Abstract

Lexical query modeling has been the leading paradigm for session search. In this paper, we analyze TREC session query logs and compare the performance of different lexical matching approaches for session search. Naive methods based on term frequency weighing perform on par with specialized session models. In addition, we investigate the viability of lexical query models in the setting of session search. We give important insights into the potential and limitations of lexical query modeling for session search and propose future directions for the field of session search.

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