This edition of the NLP Newsletter answers the following burning questions: Can flies smell word vectors? ✅  What is a fast NMT library? ✅ How can I train on multiple GPUs with keras? ✅ Which NLP workshops should I attend next year? ✅ How many anti-net neutrality comments have been faked? ✅ How can I measure fairness? ✅ What does reproducibility in ML mean? ✅ How should I conduct ML research? ✅ What is a novel way to deal with large output spaces with the softmax? ✅ What is a cool new dataset for visual reasoning that I can use? ✅