Pointwise mutual information

Known as: PMI, Specific mutual information 
Pointwise mutual information (PMI), or point mutual information, is a measure of association used in information theory and statistics. In contrast… (More)
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Papers overview

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Highly Cited
2014
Highly Cited
2014
Detecting boundaries between semantically meaningful objects in visual scenes is an important component of many vision algorithms… (More)
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Highly Cited
2014
Highly Cited
2014
We analyze skip-gram with negative-sampling (SGNS), a word embedding method introduced by Mikolov et al., and show that it is… (More)
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2013
2013
We design a new co-occurrence based word association measure by incorporating the concept of significant cooccurrence in the… (More)
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2012
2012
The degree of success in document summarization processes depends on the performance of the method used in identifying… (More)
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2011
2011
Since its introduction into the NLP community, pointwise mutual information has proven to be a useful association measure in… (More)
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2009
2009
Recent work has led to the ability to perform space efficient, approximate counting over large vocabularies in a streaming… (More)
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Highly Cited
2009
Highly Cited
2009
In this paper, we discuss the related information theoretical association measures of mutual information and pointwise mutual… (More)
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Review
2006
Review
2006
This paper is concerned with automatic identification of implicit product features expressed in product reviews in the context of… (More)
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2005
2005
Mutual information is a common feature score in feature selection for text categorization. Mutual information suffers from two… (More)
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Review
2004
Review
2004
This dissertation describes experiments conducted to evaluate an algorithm that attempts to automatically recognise emotions… (More)
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