Paper: Automatically Generating Term Frequency Induced Taxonomies

ACL ID P10-2023
Title Automatically Generating Term Frequency Induced Taxonomies
Venue Annual Meeting of the Association of Computational Linguistics
Session Short Paper
Year 2010
Authors

We propose a novel method to automati- cally acquire a term-frequency-based tax- onomy from a corpus using an unsuper- vised method. A term-frequency-based taxonomy is useful for application do- mains where the frequency with which terms occur on their own and in combi- nation with other terms imposes a natural term hierarchy. We highlight an applica- tion for our approach and demonstrate its effectiveness and robustness in extracting knowledge from real-world data.