Caffe for NLP

[Anuj Gupta]

Hi Everyone

I am a newbie here. Just yesterday installed caffe and ran a LeNet on MNIST

Question: I am working on a NLP application want to understand how can I try Caffe for my problem.
Can someone point me to some simple working examples of Caffe and NLP ?

Thanks
Anuj

[Cyndi]

You can perhaps get some ideas by looking at code from Donahue et al (http://jeffdonahue.com/lrcn/).  There is code to train a language model with an LSTM (look at train_language model.sh in the Jeff Donahue's reucrrent branch under /examples/coco_caption).  Caffe has an "embed" layer which is important for NLP applications since it allows you to easily embed a one-hot vector.  Hopefully, that small bit of info helps :-)

[Yi Liu]

CaffeNLP is another possible resource.

https://github.com/Russell91/NLPCaffe