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» Models in Information Retrieval
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SIGIR
2003
ACM
15 years 11 months ago
Modeling annotated data
We consider the problem of modeling annotated data—data with multiple types where the instance of one type (such as a caption) serves as a description of the other type (such as...
David M. Blei, Michael I. Jordan
CIKM
2010
Springer
15 years 5 months ago
Decomposing background topics from keywords by principal component pursuit
Low-dimensional topic models have been proven very useful for modeling a large corpus of documents that share a relatively small number of topics. Dimensionality reduction tools s...
Kerui Min, Zhengdong Zhang, John Wright, Yi Ma
DOCENG
2005
ACM
15 years 8 months ago
Managing syntactic variation in text retrieval
Information Retrieval systems are limited by the linguistic variation of language. The use of Natural Language Processing techniques to manage this problem has been studied for a ...
Jesús Vilares, Carlos Gómez-Rodr&iac...
MLMI
2004
Springer
15 years 12 months ago
An Integrated Framework for the Management of Video Collection
Video document retrieval is now an active part of the domain of multimedia retrieval. However, unlike for other media, the management of a collection of video documents adds the pr...
Nicolas Moënne-Loccoz, Bruno Janvier, St&eacu...
SIGIR
2006
ACM
16 years 15 days ago
Is XML retrieval meaningful to users?: searcher preferences for full documents vs. elements
The aim of this study is to investigate whether element retrieval (as opposed to full-text retrieval) is meaningful and useful for searchers when carrying out information-seeking ...
Birger Larsen, Anastasios Tombros, Saadia Malik