Reviews: Mixtape: Breaking the Softmax Bottleneck Efficiently

POS-AUTHOR FEEDBACK I thank the authors for their feedback and clarifications. I have increased my score based on those answers, and trusting that the promised modifications will appear in the final version. I would strongly encourage to make the release of the code as easy to use as possible, ideally with plugins for major platforms. This would not only increase citations, but have a direct impact in a number of use-cases ORIGINAL REVIEW This paper addresses the softmax bottleneck problem: resolving it has shown to significantly improve results when the output is over a large space (eg: NLP). However, current solutions are very costly.