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hatn's Issues

Usability in case of no specific target domain

Hi, thank you for releasing your work!

I have a question regarding the model adaptability in a slightly different case, I want to train a generic sentiment classifier on multiple domains (multiple datasets), without having a specific target domain, how would that fit in the current model?

pickle usage error

when i run the code using pickle to load data. There is the ImportError: No module named multiarray. How can i solve this? Thank you!

Test data in vocabulary preparation

Hi,
Congratulations on your amazing work. I have a doubt in vocabulary preparation in line 47 in utils.py.
Testing data is also used in vocabulary preparation. However, testing data should be completely unseen right??
Please correct me if I am wrong.

Thank you

About the code for the pytorch version

Hello, Zheng Li, do you have the code for the pytorch version? I want to use your code to do research, but I am not familiar with tensorflow. If so, can I send me a copy? Grateful!

Questions about the datasets you used

Great works!
May I know the source of the dataset you used in your paper and in this repo.? I noticed that you cited Blitzer et al.'s work in ACL2007 as the source of the dataset in your paper but their original dataset has only 2000 labeled datapoints(reviews) in total for each domain, while in yours, the total no. is 6000.
So may I know how did you augment the original dataset, or may I know if there are any other datasets you have used in your works? Looking forward to your reply. Thanks.

Flitter

dataset

The datasets are JSON format ?right?

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