I am using stanford's openNLP engine to find nouns in a collection of 30,000 documents and while doing that I am running into OutofMemory error in java, even though I am detecting all the nouns in specific sections of the documents, meaning I pass only a portion of text to the MaxentTagger in openNLP, what should I do to correct this error?
How to correct OutofMemoryError while using Stanford OpenNLP engine?
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Increase the memory allocation for your java program by using this switch:
-Xmx
eg
java -Xmx512m -jar yourfile.jar
it doesnt necessarily need to be inside the bounds of your RAM either, as long as you have some pagefile it can be 10gb+ if you have set your pagefile size to be that big.
Ideally you want to make whatever is eating memory better structured and reduce as much as possible.