ICLR 2022 Paper submission trend analysis from https://openreview.net/group?id=ICLR.cc/2022/Conference
ICLR 2022 Paper submission analysis from https://openreview.net/group?id=ICLR.cc/2022/Conference
pip install wordcloud nltk pandas imageio selenium tqdm
import nltk
nltk.download('punkt')
nltk.download('averaged_perceptron_tagger')
nltk.download('wordnet')
nltk.download('stopwords')
If you got anything wrong when calling webdriver.Edge('msedgedriver.exe')
, you can
Delete msedgedriver.exe
since it may only work on my computer (Windows 10)
Install Microsoft Edge (Chromium): Ensure you have installed Microsoft Edge (Chromium). To confirm that you have Microsoft Edge (Chromium) installed, go to edge://settings/help
in the browser, and verify the version number is Version 75 or later.
Download Microsoft Edge Driver: Go to edge://settings/help
to get the version of Edge.
Navigate to the Microsoft Edge Driver downloads page and download the driver that matches the Edge version number.
From https://stackoverflow.com/questions/63529124/how-to-open-up-microsoft-edge-using-selenium-and-python
crawl_paperlist.py
to crawl the list of papers (~0.5h).crawl_paperlist.py
only crawls 3,000 papers for some errors, but it has 3,407 submissions in total. The full paper list are as follows:
Keywords and Title
Inspired by this repo: https://github.com/evanzd/ICLR2021-OpenReviewData