Hi Rutal,  

Please have a look at the following links:

http://www.thespermwhale.com/jaseweston/papers/unified_nlp.pdf

http://u.cs.biu.ac.il/~yogo/nnlp.pdf

http://lxmls.it.pt/2014/socher-lxmls.pdf

HTH.

Samer

https://www.slideshare.net/mohamedloey/convolutional-neural-network-models-deep-learning

Absolutely yes,

please read this paper, and let me know if you have any question,

Conference Paper HDLTex: Hierarchical Deep Learning for Text Classification

I recomend to look at this paper:

Article Recent Trends in Deep Learning Based Natural Language Processing

Deep Learning are applied in nearly every task.

Sentiment Analysis - Matrix Vector Recursive Neural Networks

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