README.md

metadata

dataset_info:
  features:
    - name: id
      dtype: int64
    - name: link
      dtype: string
    - name: publish
      struct:
        - name: $date
          dtype: string
    - name: text
      dtype: string
  splits:
    - name: train
      num_bytes: 56444149767
      num_examples: 16762024
  download_size: 28652191009
  dataset_size: 56444149767
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

Dataset Card for "BKAINewsCorpus"

The Binhvq News Corpus, a widely used dataset featuring approximately 20 million articles from diverse sources, received its last update in May 2021. To enhance this collection, we gathered an additional 10 million articles up until November 2023. By integrating these newly acquired articles with the existing Binhvq News Corpus, we have created an extensive Vietnamese News Corpus comprising about 32M articles. Subsequent fuzzy deduplication was conducted to remove duplicate articles, resulting in 53 GB of clean data, which is ready for the continual pretraining of LLMs.

Please cite our manuscript if this dataset is used for your work

  @article{duc2024towards,
    title={Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models},
    author={Nguyen Quang Duc, Le Hai Son, Nguyen Duc Nhan, Nguyen Dich Nhat Minh, Le Thanh Huong, Dinh Viet Sang},
    journal={arXiv preprint arXiv:2403.01616},
    year={2024}
  }