sancha / jrae

I re-implemented a semi-supervised recursive autoencoder in java. I think it is a pretty nice technique. Check it out! Or fork it
http://www.socher.org/index.php/Main/Semi-SupervisedRecursiveAutoencodersForPredictingSentimentDistributions
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Reproduce the result in Socher 2011 using jrae #12

Open qiuwei opened 9 years ago

qiuwei commented 9 years ago

I am trying to use your Java Recursive Autoencoder(JRAE) to reproduce the results reported in Socher 2011 on the Movie Reviews data set.

The result I can get using the stable branch is significantly lower(around 73.0%) than the number reported in Socher's paper(77%). I did the 10-fold cross validation based on the line numbers. The default parameters(MaxIterations=50) are used.

Do you have any idea of this? Any comments or suggestions are very helpful. Thanks in advance.