acl acl2010 acl2010-43 acl2010-43-reference knowledge-graph by maker-knowledge-mining
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Author: Karin Murthy ; Tanveer A Faruquie ; L Venkata Subramaniam ; Hima Prasad K ; Mukesh Mohania
Abstract: We propose a novel method to automatically acquire a term-frequency-based taxonomy from a corpus using an unsupervised method. A term-frequency-based taxonomy is useful for application domains where the frequency with which terms occur on their own and in combination with other terms imposes a natural term hierarchy. We highlight an application for our approach and demonstrate its effectiveness and robustness in extracting knowledge from real-world data.
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