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FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
Creating lexicons from wikipedia and freebase
Correlation between Mentions in text and Stock Volatility
Random Machine Learning Apps in scala (mostly NLP)