Random indexing

Random indexing is a dimension reduction method and computational framework for Distributional semantics, based on the insight that very-high… (More)
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Topic mentions per year

Topic mentions per year

1986-2017
0102019862017

Papers overview

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2015
2015
Random Indexing based extractive text summarization has already been proposed in literature. This paper looks at the above… (More)
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2014
2014
In this paper, we propose a method that combines the principles of automatic term recognition and the distributional hypothesis… (More)
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2011
2011
We propose an approach for searching large RDF graphs, using advanced vector space models, and in particular, Random Indexing (RI… (More)
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2010
2010
Random Indexing (RI) K-tree is the combination of two algorithms for clustering. Many large scale problems exist in document… (More)
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2010
2010
Querying large RDF spaces with traditional query languages such as SPARQL is challenging as it requires a familiarity with the… (More)
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Highly Cited
2010
Highly Cited
2010
The discovery of implicit connections between terms that do not occur together in any scientific document underlies the model of… (More)
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2009
2009
Automatic event detection aims to identify novel, interesting topics as they are published online. While existing algorithms for… (More)
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2008
2008
Random Indexing is a novel technique for dimensionality reduction while creating Word Space model from a given text. This paper… (More)
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2008
2008
The integration of disparate research domains is a prerequisite for the success of the translational science initiative. MEDLINE… (More)
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Highly Cited
2005
Highly Cited
2005
This paper presents a very simple and effective approach to using parallel corpora for automatic bilingual lexicon acquisition… (More)
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