BioText Team Report for the TREC 2003 Genomics Track

by: G Bhalotia, PI Nakov, AS Schwartz, MA Hearst

(2003), pp. 612-621.

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Abstract

The BioText project team participated in both tasks of the TREC 2003 genomics track. Key to our approach in the primary task was the use of an organism-name recognition module, a module for recognizing gene name variants, and MeSH descriptors. Text classification improved the results slightly. In the secondary task, the key insight was casting it as a classification problem of choosing between the title and the last sentence of the abstract, although MeSH descriptors helped somewhat in this...

@inproceedings{bhalotia03biotext, abstract = {The BioText project team participated in both tasks of the TREC 2003 genomics track. Key to our approach in the primary task was the use of an organism-name recognition module, a module for recognizing gene name variants, and MeSH descriptors. Text classification improved the results slightly. In the secondary task, the key insight was casting it as a classification problem of choosing between the title and the last sentence of the abstract, although MeSH descriptors helped somewhat in this...}, author = {Bhalotia, G. and Nakov, P. I. and Schwartz, A. S. and Hearst, M. A. }, booktitle = {Proceedings of the Twelfth Text REtrieval Conference}, citeulike-article-id = {711517}, keywords = {ref-transloc}, pages = {612--621}, posted-at = {2006-06-26 18:13:53}, priority = {2}, title = {BioText Team Report for the TREC 2003 Genomics Track}, url = {http://citeseer.ist.psu.edu/bhalotia03biotext.html}, year = {2003} }

RIS record

TY - CONF ID - bhalotia03biotext L3 - citeulike-article-id:711517 TI - BioText Team Report for the TREC 2003 Genomics Track T2 - Proceedings of the Twelfth Text REtrieval Conference SP - 612 EP - 621 N2 - The BioText project team participated in both tasks of the TREC 2003 genomics track. Key to our approach in the primary task was the use of an organism-name recognition module, a module for recognizing gene name variants, and MeSH descriptors. Text classification improved the results slightly. In the secondary task, the key insight was casting it as a classification problem of choosing between the title and the last sentence of the abstract, although MeSH descriptors helped somewhat in this... KW - ref-transloc AU - Bhalotia, G AU - Nakov, PI AU - Schwartz, AS AU - Hearst, MA PY - 2003/// UR - http://citeseer.ist.psu.edu/bhalotia03biotext.html ER -

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