This repository contains tools for downloading, parsing, and visualizing OpenReview submission data for various academic conferences, including ICLR 2024 and ICLR 2025. The data is downloaded using the OpenReview API.
| Conference | Nomic Visualization | Gradio Review Table | Word Cloud |
|---|---|---|---|
| ICLR 2025 | Link | ||
| ICLR 2024 | Link | Link | Link |
For each supported conference, we provide the following data:
- Raw paper list data (JSON format)
- Raw paper reviews data (JSONL format)
- Parsed paper data (CSV format) containing:
- ID
- Title
- Abstract
- Primary area
- Keywords
- TLDR
- Parsed review data (CSV format) containing:
- ID
- Title
- Average Score
- Standard Deviation
- Individual Scores
Explore submissions using an interactive visualization powered by Nomic Atlas:
ICLR 2024 Visualization ICLR 2025 Visualization
We provide a Gradio demo for exploring the rating table of submissions:
For each conference, we generate:
- Average Score Distribution
- Average Score Cumulative Distribution
- Top 50 Keywords Bar Chart
- Top 50 Keywords Word Cloud
Example visualizations:
pip install -e .
python scripts/download_papers.py
python scripts/visualize_wordcloud.py
python scripts/visualize_nomic.py