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Datasets/arXiv

arXiv

For nearly 30 years, ArXiv has served the public and research communities by providing open access to scholarly articles, from the vast branches of physics to the many subdisciplines of computer science to everything in between, including math, statistics, electrical engineering, quantitative biology, and economics. This rich corpus of information offers significant, but sometimes overwhelming depth.

In these times of unique global challenges, efficient extraction of insights from data is essential. To help make the arXiv more accessible, we present a free, open pipeline on Kaggle to the machine-readable arXiv dataset: a repository of 1.7 million articles, with relevant features such as article titles, authors, categories, abstracts, full-text PDFs, and more.

We hope to empower new use cases that can lead to the exploration of richer machine learning techniques that combine multi-modal features towards applications like trend analysis, paper recommender engines, category prediction, co-citation networks, knowledge graph construction, and semantic search interfaces.

Benchmarks

Text Summarization/ROUGE-1Text Summarization/ROUGE-2Text Summarization/ROUGE-L

Related Benchmarks

Arxiv HEP-TH citation graph/Classification/AccuracyArxiv HEP-TH citation graph/Classification/MACCArxiv HEP-TH citation graph/Classification/Topic Coherence@50Arxiv HEP-TH citation graph/Classification/Topic coherence@5Arxiv HEP-TH citation graph/Document Summarization/ROUGE-1Arxiv HEP-TH citation graph/Language Modelling/BPBArxiv HEP-TH citation graph/Text Classification/AccuracyArxiv HEP-TH citation graph/Text Classification/MACCArxiv HEP-TH citation graph/Text Classification/Topic Coherence@50Arxiv HEP-TH citation graph/Text Classification/Topic coherence@5Arxiv HEP-TH citation graph/Text Summarization/ROUGE-1Arxiv HEP-TH citation graph/Text Summarization/ROUGE-2Arxiv HEP-TH citation graph/Text Summarization/ROUGE-LArxiv HEP-TH citation graph/Topic Models/MACCArxiv HEP-TH citation graph/Topic Models/Topic Coherence@50Arxiv HEP-TH citation graph/Topic Models/Topic coherence@5arXiv Summarization Dataset/Document Summarization/Rouge-2arXiv Summarization Dataset/Summarization/ROUGE-1arXiv Summarization Dataset/Summarization/ROUGE-2arXiv Summarization Dataset/Summarization/ROUGE-LarXiv Summarization Dataset/Text Summarization/ROUGE-1arXiv Summarization Dataset/Text Summarization/ROUGE-2arXiv Summarization Dataset/Text Summarization/ROUGE-LarXiv Summarization Dataset/Text Summarization/Rouge-2arXiv-10/Classification/AccuracyarXiv-10/Text Classification/AccuracyarXiv-year/Node Classification/Accuracy

Statistics

Papers
4
Benchmarks
3

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Tasks

Text Summarization