Methods for automated synonym detection

Question

I am currently working on a neural network based approach to short document classification, and since the corpuses I am working with are usually around ten words, the standard s

Answer 1

You could try LDA which is unsupervised. There is a supervised version of LDA but I can't remember the name! Stanford parser will have the algorithm which you can play around with. I understand it's not the NN approach you are looking for. But if you are just looking to group information together LDA would seem appropriate, especially if you are looking for 'topics'