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Fast Large Scale Approximate Graph Construction for NLP

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Figure

Figure 1: First matrix pairs the words 1 · · · Zand their random projection values. Second matrix sorts each row by the randomprojection values from smallest to largest
Table 1: Corpus Description
Table 2: Evaluating word pairs ranking with online and offlinePMI. Scores are evaluated using ρ metric.
Table 3: Evaluation results on comparing LSH, IRP, PLEB, and FAST-PLEB with k=3 0 0 0and b={ 2 0 , 3 0 , 4 0 , 5 0 , 1 0 0 }withexact nearest neighbors over GW data set
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