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Datasets:
khushwant04
/
Research-Papers

Tasks:
Text Classification
Text Retrieval
Summarization
Languages:
English
Size:
1K<n<10K
Tags:
ai
machine-learning
deep-learning
nlp
computer-vision
research-papers
License:
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metadata
language:
  - en
tags:
  - ai
  - machine-learning
  - deep-learning
  - nlp
  - computer-vision
  - research-papers
  - dataset
license: cc-by-4.0
dataset_type: text
size_categories:
  - 1K<n<10K
task_categories:
  - text-classification
  - text-retrieval
  - summarization
pretty_name: AI & ML Research Papers Dataset

AI & Machine Learning Research Papers Dataset

This dataset contains a curated collection of 1296 research papers focused on advancements in Artificial Intelligence and Machine Learning. It is intended as a resource for researchers, educators, and developers to explore and analyze diverse topics within AI and ML.

Dataset Summary

  • Total Papers: 1296
  • Domains Covered:
    • Artificial Intelligence (AI)
    • Machine Learning (ML)
    • Deep Learning
    • Natural Language Processing (NLP)
    • Computer Vision
    • Reinforcement Learning
    • And more!
  • Sources: Aggregated from reputable journals, conferences, and open-access archives.
  • Data Format: JSON or CSV (check files for specific formats)

Dataset Details

All the Data in Pdf formats.

Usage Examples

This dataset can be used for various research and development purposes:

  1. Trend Analysis: Identify emerging trends and key topics in AI and ML over time.
  2. Text Mining & NLP: Perform topic modeling, keyword extraction, or sentiment analysis on abstracts and keywords.
  3. Citation Analysis: Study citation patterns to identify influential works or frequently cited topics.
  4. Recommender Systems: Develop models to recommend related papers based on topics, keywords, or citation counts.

Getting Started

To use this dataset:

import subprocess

# Use subprocess.run for better practice
subprocess.run(['curl', '-L', 'https://huggingface.co/datasets/khushwant04/Research-Papers/resolve/main/research-papers.tar?download=true', '-o', 'research-papers.tar'], check=True)
subprocess.run(['tar', '-xf', 'research-papers.tar'], check=True)

License

This dataset is provided for academic and research purposes. Please adhere to the licensing terms of individual papers as specified by their publishers.

Citation

If you use this dataset in your research, please cite it as follows:

@dataset{ Research-Papers,
  title = {AI & Machine Learning Research Papers Dataset},
  author = {Khushwant Sanwalot},
  year = {2024},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/khushwant04/Research-Papers}
}