NeurIPS-2020-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of NeurIPS 2020 accepted papers

Inspired by NeurIPS-2019-Paper-Statistics

NeurIPS 2020 Acceptance rate (2016~2020)

• The total number of papers has increased significantly! (x1.4 from 2019 to 2020!)
• The acceptance rate is maintaned about 20%.

NeurIPS 2020 Paper Keywords statistics

• Accepted Paper list

• Top keywords

  • model, graph, optimization, reinforcement, adversarial, gradient, efficient, robust

Analysis and Visualization Code (Jupyter Notebook)

• The above data can be obtained from a simple jupyter notebook script.
  • NeurIPS2020_paper_statistics_using_chrome.ipynb

Prerequisites

• python3.5
• selenium
• wordcloud
• matplotlib

or

i highly recommend to use google colab

Just download jupyter notebook and move to your google drive and Open with Colaboratory