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--- |
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language: ["en"] |
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tags: |
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- ai |
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- machine-learning |
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- deep-learning |
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- nlp |
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- computer-vision |
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- research-papers |
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- dataset |
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license: "cc-by-4.0" |
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dataset_type: "text" |
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size_categories: |
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- 1K<n<10K |
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task_categories: |
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- text-classification |
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- text-retrieval |
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- summarization |
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pretty_name: "AI & ML Research Papers Dataset" |
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--- |
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# AI & Machine Learning Research Papers Dataset |
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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. |
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## Dataset Summary |
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- **Total Papers**: 1296 |
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- **Domains Covered**: |
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- Artificial Intelligence (AI) |
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- Machine Learning (ML) |
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- Deep Learning |
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- Natural Language Processing (NLP) |
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- Computer Vision |
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- Reinforcement Learning |
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- And more! |
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- **Sources**: Aggregated from reputable journals, conferences, and open-access archives. |
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- **Data Format**: JSON or CSV (check files for specific formats) |
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## Dataset Details |
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All the Data in Pdf formats. |
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## Usage Examples |
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This dataset can be used for various research and development purposes: |
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1. **Trend Analysis**: Identify emerging trends and key topics in AI and ML over time. |
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2. **Text Mining & NLP**: Perform topic modeling, keyword extraction, or sentiment analysis on abstracts and keywords. |
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3. **Citation Analysis**: Study citation patterns to identify influential works or frequently cited topics. |
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4. **Recommender Systems**: Develop models to recommend related papers based on topics, keywords, or citation counts. |
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--- |
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## Getting Started |
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To use this dataset: |
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```bash |
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import subprocess |
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# Use subprocess.run for better practice |
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subprocess.run(['curl', '-L', 'https://huggingface.co/datasets/khushwant04/Research-Papers/resolve/main/research-papers.tar?download=true', '-o', 'research-papers.tar'], check=True) |
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subprocess.run(['tar', '-xf', 'research-papers.tar'], check=True) |
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``` |
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## License |
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This dataset is provided for academic and research purposes. Please adhere to the licensing terms of individual papers as specified by their publishers. |
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--- |
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## Citation |
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If you use this dataset in your research, please cite it as follows: |
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```bibtex |
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@dataset{ Research-Papers, |
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title = {AI & Machine Learning Research Papers Dataset}, |
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author = {Khushwant Sanwalot}, |
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year = {2024}, |
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publisher = {Hugging Face}, |
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url = {https://huggingface.co/datasets/khushwant04/Research-Papers} |
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} |
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