[R] I made an app to predict ICML paper acceptance from reviews

[https://www.norange.io/projects/paper\_scorer/](https://www.norange.io/projects/paper_scorer/)

A couple of years ago, u/programmerChilli [analyzed](https://www.reddit.com/r/MachineLearning/comments/im65ia/r_i_made_a_website_for_predicting_whether_your/) ICLR 2019 reviews data and trained a model that rather accurately predicted acceptance results for NeurIPS.

I've decided to continue this analysis and trained a model (total \~6000 parameters) on newer NeurIPS reviews, which has twice as many reviews compared to ICLR 2019. Additionally, review scores system for NeurIPS has changed since 2019, and here is what I've learned:

1) Both conferences consistently reject nearly all submissions scoring <5 and accept those …

analysis conferences iclr machinelearning neurips parameters review reviews scoring total