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Which python3 version is tested? I run into many issues with Python 3.5.3. Such as iteritems vs items xrange vs range or trying to add zip + list variables.
I think bert-joint repository is written in python 2. Check this out if you want python 3 implementation (https://github.com/google-research/language/issues/15#issuecomment-504375411).