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ICLR 2024 OpenReivew Submission Data

Home Page: https://huggingface.co/spaces/ranpox/iclr2024-submissions

Python 100.00%

iclr2024-openreview-submissions's Introduction

ICLR 2024 OpenReivew Submission Data

This repository contains the downloading and parsing code for the ICLR 2024 OpenReview data. The data is downloaded from the ICLR 2024 OpenReview website with the OpenReview API.

Data

  • raw_paperlist.json: The raw data of the ICLR 2024 paper list.
  • raw_paper_reviews.jsonl: The raw data of the ICLR 2024 paper reviews.
  • iclr2024_papers.csv: The parsed ICLR 2024 CSV data contains id, title, abstract, primary_area, keywords, and tldr. Note: You can use ChatGPT code interpreter to analyze this file.
  • iclr2024_reviews_20231110.csv: The parsed ICLR 2024 reviews CSV data contains ID, Title, Average Score, Standard Deviation, and Individual Scores. The list is sorted by the average score and the standard deviation.

Visualizations

Rating Table[Link]

Gradio Demo: https://huggingface.co/spaces/ranpox/iclr2024-submissions

Gradio Demo

Interactive Visualization [Link]

You can use the interactive visualization to explore the ICLR 2024 submissions. The visualization is powered by Nomic Atlas.

Nomic Atlas Interactive Visualization

Average Score Distribution

Average Score Distribution

Average Score Cumulative Distribution

Average Score Cumulative Distribution

Top 50 Keywords Bar Chart

Top 50 Keywords

Top 50 Keywords Word Cloud

Top 50 Keywords

iclr2024-openreview-submissions's People

Contributors

ranpox avatar

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