Hi all,This edition is about better ways to report experimental results and model errors, ethics and NLP, and how to make your BERT model more efficient. We also cover the SemEval 2020 tasks and a particularly extensive number of resources, including ones on causality and academic job search. You'll find as usual several high-quality blog posts and interesting papers—all topped off with a pinch of magic 🧙‍♂️.Contributions 💪 If you have written or have come across something that would be relevant to the community, hit reply on the issue so that it can be shared more widely.I really appreciate your feedback, so let me know what you love ❤️ and hate 💔 about this edition. Simply hit reply on the issue.If you were referred by a friend, click here to subscribe. If you enjoyed this issue, give it a tweet 🐦.