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

@inproceedings{citeulike:3863520, abstract = {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.}, address = {Columbus, Ohio}, author = {Csomai, Andras and Mihalcea, Rada}, booktitle = {Proceedings of ACL-08: HLT}, citeulike-article-id = {3863520}, citeulike-linkout-0 = {http://www.aclweb.org/anthology-new/P/P08/P08-1106.bib}, citeulike-linkout-1 = {http://www.aclweb.org/anthology-new/P/P08/P08-1106.pdf}, keywords = {automatic-index-generation, wikipedia--nlp\_resource}, month = {June}, pages = {932--940}, posted-at = {2009-01-08 20:32:30}, priority = {3}, publisher = {Association for Computational Linguistics}, title = {Linguistically Motivated Features for Enhanced Back-of-the-Book Indexing}, url = {http://www.aclweb.org/anthology-new/P/P08/P08-1106.bib}, year = {2008} }

TY - CONF ID - citeulike:3863520 L3 - citeulike-article-id:3863520 N2 - 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. AD - Columbus, Ohio EP - 940 TI - Linguistically Motivated Features for Enhanced Back-of-the-Book Indexing PB - Association for Computational Linguistics T2 - Proceedings of ACL-08: HLT SP - 932 KW - automatic-index-generation KW - wikipedia--nlp_resource AU - Csomai, Andras AU - Mihalcea, Rada PY - 2008/June// UR - http://www.aclweb.org/anthology-new/P/P08/P08-1106.bib ER -