A linguistically driven framework for query expansion via grammatical constituent highlighting and role-based concept weighting
作者:
Highlights:
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• Linguistically-motivated query expansion framework.
• Classification of query constituents within four concept types: descriptive, relational, structural and concepts-of-interest.
• Algorithm capitalizing on syntactical dependencies to capture relationships between adjacent and non-adjacent query concepts.
• Weighting scheme emphasizing the importance of query constituents based on their linguistic role.
摘要
•Linguistically-motivated query expansion framework.•Classification of query constituents within four concept types: descriptive, relational, structural and concepts-of-interest.•Algorithm capitalizing on syntactical dependencies to capture relationships between adjacent and non-adjacent query concepts.•Weighting scheme emphasizing the importance of query constituents based on their linguistic role.
论文关键词:Query expansion,Information retrieval
论文评审过程:Received 4 May 2011, Revised 25 February 2015, Accepted 10 April 2015, Available online 28 November 2015, Version of Record 19 February 2016.
论文官网地址:https://doi.org/10.1016/j.ipm.2015.04.002