statistics, probability theory and information theory, pointwise mutual information (PMI), or point mutual information, is a measure of association. It...

X} and Y {\displaystyle Y} . MI is the expected value of the pointwise mutual information (PMI). The quantity was defined and analyzed by Claude Shannon...

pointwise mutual information is a semantic similarity measure. To assess the degree of association between two given words, it uses pointwise mutual information...

p(y)}}} where SI (Specific mutual Information) is the pointwise mutual information. A basic property of the mutual information is that I ( X ; Y ) = H (...

stand for: Pointwise mutual information, in statistics Privilege Management Infrastructure in cryptography Product and manufacturing information in CAD systems...

(−) non-incremental vocabulary, long pre-processing times PMI (pointwise mutual information): (+) large vocab, because it uses any search engine (like Google);...

probability theory and information theory, mutual information measures the degree of dependence of two random variables. The mutual information of two variables...

window (size, extension, etc.) Frequency weighting (e.g. entropy, pointwise mutual information, etc.) Dimension reduction (e.g. random indexing, singular value...

of the feature set. Common measures include the mutual information, the pointwise mutual information, Pearson product-moment correlation coefficient,...

semantic analysis, support vector machines, "bag of words", "Pointwise Mutual Information" for Semantic Orientation, semantic space models or word embedding...