Tensorflow seq-to-seq Arabic chatbot

[EmanSaad11]

i'm working on an AI-chatbot for Arabic Language. I follow this tutorial in tensrflow seq-to-seq model. So far everything is doing great where i trained the model on my Arabic data using GPU and test the pre-trained model.But the some of them answers were correct while other are unrelated at all.

So, my questions are:

1. the model uses GRU in creating the model, should i change it to LSTM?

2. i used the same tokenizer in the (French to English translation tutorial), should i change it and use an Arabic tokenizer?

3. Even if i write an input it will reply with Arabic sentence, what i need is if the inout is new to the chatbot it should say "sorry i don't understand" for example

Basically, is there are changes should be done to make the chatbot handles the Arabic language very well

[Carmezim]

Hi @EmanSaad11, really cool you're using TF to build your chatbot for arabic. These questions are better suited for StackOverflow.com though, as Github issues are reserved for bugs and feature requests. Just look/post under the TensorFlow tag, there's great community support there.

[asimshankar]

This question is better asked on StackOverflow since it is not a bug or feature request. There is also a larger community that reads questions there. Thanks!

[abdallah197]

@EmanSaad11 what's the dataset that you're using?
i am trying to build one as well but didn't land in any available corprus

[EmanSaad11]

@abdallahmohammed197 Hi , that was my biggest problems so the solution was to create my own since my Arabic Chatbot is for customer service I built a data set with questions that the users could ask anlog with thier answer . ( the questions was collected by using a simple online survey)

[abdallah197]

@EmanSaad11 is it possible to share the dataset?
i would like to have your contact as well. i am working in a similar problem
you can email me abdullahbashir077@gmail.com.

[abdallah197]

@EmanSaad11 is it possible to share contacts please!. i am working in something similar and could really use your corpus. i've mentiond my email above

[khaldoonH]

@EmanSaad11 hi, I am working in similar and could really use your corpus. I really need it, can you share the dataset please, my email alhussayni83@gmail.com