datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
s2orc-academic-papers-rawacademic-papers-dataset
📚 Academic Papers Dataset
This dataset accompanies the paper:
Evaluating LLM Judgment via 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
Accepted… See the full description on the dataset page: https://huggingface.co/datasets/academic-paper-surgical-edit/academic-papers-dataset.academic-papers-dataset
📚 Academic Papers Dataset
This dataset accompanies the paper:
“Evaluating LLM Judgment via Surgical Edits”
GitHub Repository:🔗 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.
📊… See the full description on the dataset page: https://huggingface.co/datasets/ihsaan-ullah/academic-papers-dataset.3M_Academic_Papers_Titles_and_Abstracts
Comprehensive Academic Papers Dataset: 3M+ Research Paper Titles and Abstracts
📋 Overview
This dataset is a comprehensive collection of over 3 million research paper titles and abstracts, curated and consolidated from multiple high-quality academic sources. The dataset provides a unified, clean, and standardized format for researchers, data scientists, and machine learning practitioners working on natural language processing, academic research analysis, and knowledge… See the full description on the dataset page: https://huggingface.co/datasets/beta3/3M_Academic_Papers_Titles_and_Abstracts.academic-papers-dataset
CS/ML Academic Papers Dataset
A curated dataset of academic paper metadata sourced from arXiv, spanning key Computer Science and Machine Learning categories. Designed for research in text classification, topic modelling, summarisation, and scientometric analysis.
Dataset Description
Overview
The published snapshot (collected 2026-07-12) contains metadata for 2,019 papers — 2,500 were fetched and 481 cross-listed duplicates removed — across five core… See the full description on the dataset page: https://huggingface.co/datasets/gr8monk3ys/academic-papers-dataset.s2orc-academic-papers-augmented-v0academic-flawed-papers-dataset
🧪 Surgical Flaws Dataset
This dataset is a companion resource to the main structured-paper collection:
👉 https://huggingface.co/datasets/ihsaan-ullah/academic-papers-dataset
While the original dataset contains clean, parsed scientific papers,this dataset introduces controlled, surgically injected flaws into those papers.
📝 Dataset Summary
This dataset augments selected papers from:
ICLR → 2024, 2025
ICML → 2024, 2025
NeurIPS → 2021, 2022, 2023, 2024
All… See the full description on the dataset page: https://huggingface.co/datasets/ihsaan-ullah/academic-flawed-papers-dataset.academic-flawed-papers-dataset
🧪 Surgical Flaws Dataset
This dataset is a companion resource to the main structured-paper collection:
👉 https://huggingface.co/datasets/academic-paper-surgical-edit/academic-papers-dataset
While the original dataset contains clean, parsed scientific papers,this dataset introduces controlled, surgically injected flaws into those papers.
📝 Dataset Summary
This dataset augments selected papers from:
ICLR → 2024, 2025
ICML → 2024, 2025
NeurIPS → 2021, 2022, 2023… See the full description on the dataset page: https://huggingface.co/datasets/academic-paper-surgical-edit/academic-flawed-papers-dataset.