academic-papers-dataset

README.md

@@ -14,136 +14,14 @@ tags:
 pretty_name: Academic Papers Dataset
 license: cc-by-4.0
 ---
-# 📚 Academic Papers Dataset  
-
-This dataset accompanies the paper:
-
-[**“Evaluating LLM Judgment via Surgical Edits”** ](https://github.com/ktgiahieu/eval_llm_surgical_edits/raw/master/PAPER.pdf) 
-
-GitHub Repository:  
-🔗 [https://github.com/ktgiahieu/eval_llm_surgical_edits](https://github.com/ktgiahieu/eval_llm_surgical_edits)
-
-
----
-
-## 📝 Dataset Summary
-
-The **Academic Papers Dataset** contains structured, parsed scientific papers from:
-
-- **ICLR** → 2024, 2025  
-- **ICML** → 2024, 2025  
-- **NeurIPS** → 2021, 2022, 2023, 2024  
-
-The dataset provides each paper in a standardized Markdown format, along with extracted figures.  
-
----
-
-## 📊 Dataset Statistics
-
-### Conference Paper Counts  
-
-![Conference Paper Counts](images/stats_plot.png)
-
-| Conference     | Accepted (Submitted) | Accepted (Parsed) | Rejected (Submitted) | Rejected (Parsed) |
-|----------------|----------------------|--------------------|-----------------------|--------------------|
-| ICLR 2024      | 2260                 | 949                | 709                   | 3438               |
-| ICLR 2025      | 3704                 | 1406               | 1078                  | 4922               |
-| ICML 2024      | 2944                 | 1065               | 0                     | N/A                |
-| ICML 2025      | 3260                 | 1141               | 42                    | N/A                |
-| NeurIPS 2021   | 2334                 | 1116               | 46                    | 133                |
-| NeurIPS 2022   | 2671                 | 1132               | 47                    | 153                |
-| NeurIPS 2023   | 3218                 | 1205               | 0                     | 176                |
-| NeurIPS 2024   | 4035                 | 1574               | 0                     | 201                |
-
-**Total accepted (submitted):** 24,426  
-**Total accepted (parsed):** 8,588  
-**Total rejected (submitted):** 1,922  
-**Total rejected (parsed):** 9,023  
-
-> **Note:** The paper submission counts for each conference were obtained using the publicly available statistics from **PaperCopilot** (https://papercopilot.com/).
-
-
----
-
-## 🌍 Languages
-
-- **English (en)**  
-  *(Official conference submissions from ICLR, ICML, NeurIPS)*
-
----
-## 🚀 How to Use This Dataset
-
-Because the dataset contains **large ZIP archives and thousands of structured papers**, we recommend using **git-xet** for efficient cloning and storage.
-
-### 1️⃣ Install `git-xet`  
-`git-xet` enables fast and storage-efficient checkout of large files from Hugging Face Datasets.
-
-Official docs: https://hf.co/docs/hub/git-xet
-
-If you're on macOS:
-
-```bash
-brew install git-xet
-git xet install
-```
-
-Linux:
-
-```bash
-curl https://gitxet.com/install.sh | sudo bash
-git xet install
-```
-
-### 2️⃣ Clone the dataset repository
-
-```bash
-git clone https://huggingface.co/datasets/ihsaan-ullah/academic-papers-dataset
-```
-
-This will download lightweight file pointers first, and `git-xet` will fetch the large paper archives on demand.
-
-### 📂 Dataset Structure
-
-Inside the cloned repo, you will find per-conference ZIP files:
-
-To extract:
-
-```bash
-unzip {ConferenceName}.zip -d {ConferenceName}/
-```
-
-After extraction, you will see:
-
-```
-content/
-└── parsed_arxiv/
-    └── {ConferenceName}/
-        └── accepted/
-            └── structured_paper_output/
-                ├── paper.md
-                ├── figures/
-                │   ├── fig1.png
-                │   ├── fig2.png
-                │   └── ...
-        └── rejected/
-            └── structured_paper_output/
-                ├── paper.md
-                ├── figures/
-                │   ├── fig1.png
-                │   ├── fig2.png
-                │   └── ...
-```
-
-### File Descriptions
-
-| File | Purpose |
-|------|---------|
-| `paper.md` | Markdown representation of the full scientific paper |
-| `figures/` | Extracted figures with their captions |
-
- 
----
-
-## 📜 Citation
-
-TBA
+# Academic Papers Dataset
+
+This repository contains academic papers dataset, a combination of papers from the following venues: 
+- ICLR 2024
+- ICLR 2025
+- ICML 2024
+- ICML 2025
+- NeurIPS 2021
+- NeurIPS 2022
+- NeurIPS 2023
+- NeurIPS 2024