Before revision:  The survey closes with a brief look into methods suggested in non-NLP machine learning communities, which might be beneficial for NLP in low-resource scenarios
After revision:  The survey closes with a brief look into methods suggested in non-NLP machine learning communities, which might be beneficial for NLP in low-resource setting. Further key aspects of this work are to highlight open issues and to outline promising directions for future research.