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26

ICML
2007
IEEE

104views Machine Learning» more ICML 2007»

Learning for efficient retrieval of structured data with noisy queries

14 years 10 months ago

Increasingly large collections of structured data necessitate the development of efficient, noise-tolerant retrieval tools. In this work, we consider this issue and describe an ap...

Charles Parker, Alan Fern, Prasad Tadepalli

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31

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BMCBI
2008

137views more BMCBI 2008»

Evading the annotation bottleneck: using sequence similarity to search non-sequence gene data

13 years 10 months ago

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Background: Non-sequence gene data (images, literature, etc.) can be found in many different public databases. Access to these data is mostly by text based methods using gene name...

Michael J. Gilchrist, Mikkel B. Christensen, Richa...

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29

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ICTAI
2003
IEEE

166views Artificial Intelligence» more ICTAI 2003»

Query Expansion and Query Reduction in Document Retrieval

14 years 3 months ago

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We investigate two seemingly incompatible approaches for improving document retrieval performance in the context of question answering: query expansion and query reduction. Querie...

Ingrid Zukerman, Bhavani Raskutti, Yingying Wen

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47

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BMCBI
2005

160views more BMCBI 2005»

Data-poor categorization and passage retrieval for Gene Ontology Annotation in Swiss-Prot

13 years 9 months ago

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Background: In the context of the BioCreative competition, where training data were very sparse, we investigated two complementary tasks: 1) given a Swiss-Prot triplet, containing...

Frédéric Ehrler, Antoine Geissbü...

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20

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COLING
1994

87views Computational Linguistics» more COLING 1994»

Thesaurus-based Efficient Example Retrieval by Generating Retrieval Queries from Similarities

13 years 11 months ago