RoLargeSum

This repository hosts RoLargeSum, a comprehensive dataset comprising 615,679 articles along with their corresponding summaries, titles, keywords, topics, and dialect classifications (either romanian or moldavian).

You can read more about the dataset in the following paper: https://arxiv.org/abs/2412.11317

Note: The dataset is available for research purposes upon request by emailing us at: [email protected]. (p.s. don't forget to let us know what your HuggingFace username is, so we can grant you access)

Loading

To load the dataset, simply run:

from datasets import load_dataset

dataset = load_dataset("avramandrei/rolargesum")

Each sample respects the following format:

{
  "text": "This is the main text of the article",
  "summary": "This is the summary",
  "title": "Title of article",
  "keywords": "keyword1,keyword2,keyword3",
  "dialect": "romanian",
  "topics": "politica",
  "url": "www.example.com",
  "author": "John Doe"
}

Citation

@article{avram2024rolargesum,
  title={RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation},
  author={Avram, Andrei-Marius and Timpuriu, Mircea and Iuga, Andreea and Matei, Vlad-Cristian and T{\u{a}}iatu, Iulian-Marius and G{\u{a}}in{\u{a}}, Tudor and Cercel, Dumitru-Clementin and Pop, Florin and Cercel, Mihaela-Claudia},
  journal={arXiv preprint arXiv:2412.11317},
  year={2024}
}