Linguistically Motivated Features for Enhanced Back-of-the-Book Indexing

@inproceedings{Csomai2008LinguisticallyMF,
  title={Linguistically Motivated Features for Enhanced Back-of-the-Book Indexing},
  author={Andras Csomai and Rada Mihalcea},
  booktitle={ACL},
  year={2008}
}
In this paper we present a supervised method for back-of-the-book index construction. We introduce a novel set of features that goes beyond the typical frequency-based analysis, including features based on discourse comprehension, syntactic patterns, and information drawn from an online encyclopedia. In experiments carried out on a book collection, the method was found to lead to an improvement of roughly 140% as compared to an existing state-of-the-art supervised method. 
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