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README.md 707 B

Neural Probabilistic Language Model Toolkit -- Java

This is based on the NPLM toolkit from ISI. In fact, it is a simple port of the nplm.py python file from that distribution. The goal is to have a reader for the language model file which can be used in Java. The interesting part is the matrix multiplication to get the probability of text.

Hopefully there will be a JNI section for training a LM from Java also.

To train a model, use all the tools available from the NPLM toolkit (not in Java). These are executables called prepareNeuralNetwork, trainNeuralNetwork, testNeuralNetwork, testNeuralLM, etc.