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--- |
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license: apache-2.0 |
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dataset_info: |
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features: |
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- name: id |
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dtype: int64 |
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- name: label |
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dtype: string |
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- name: title |
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dtype: string |
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- name: sapo |
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dtype: string |
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- name: content |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 1937198082 |
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num_examples: 596524 |
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download_size: 1044037830 |
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dataset_size: 1937198082 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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|
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# Overview |
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The dataset is collected from the Vnexpress news website and is extracted for clustering tasks. (596524 samples) |
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|
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# Data Format |
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The data consists of 5 fields: |
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|
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id: The index of the article. |
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title: The title of the article. |
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sapo: The summary of the article. |
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content: The main content of the article. |
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label: The topic of the article. |
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Article Topics |
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The articles are categorized into 21 topics, including: |
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|
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- 'Ngôi Sao' (Celebrities) |
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- 'Thế giới' (World) |
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- 'Giải trí giới trẻ' (Youth Entertainment) |
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- 'Thể thao' (Sports) |
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- 'Kinh doanh' (Business) |
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- 'Sức khỏe' (Health) |
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- 'Thời sự' (Current Affairs) |
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- 'Giải trí' (Entertainment) |
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- 'Tâm sự' (Confession) |
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- 'Pháp luật' (Legal) |
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- 'Khoa học' (Science) |
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- 'Số hóa' (Digital) |
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- 'Giáo dục' (Education) |
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- 'Du lịch' (Travel) |
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- 'Xe' (Cars) |
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- 'Đời sống' (Life) |
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- 'Thư giãn' (Relaxation) |
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- 'Bất động sản' (Real Estate) |
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- 'Ý kiến' (Opinion) |
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- 'Podcasts' |
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- 'Góc nhìn' (Perspective) |
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|
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Note: 'Ngôi sao' articles are written in a separate section, while 'Giải trí giới trẻ' articles are rewritten from 'iOne' section. |
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# Data Collection Steps |
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HTML data collection through the crawling process. |
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Data collection for the fields: title, sapo, content, label. |
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Selection of fields with too few articles and filtering out unnecessary data (videos and English). |
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### Please cite our manuscript if this dataset is used for your work |
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``` |
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@article{duc2024towards, |
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title={Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models}, |
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author={Nguyen Quang Duc, Le Hai Son, Nguyen Duc Nhan, Nguyen Dich Nhat Minh, Le Thanh Huong, Dinh Viet Sang}, |
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journal={arXiv preprint arXiv:2403.01616}, |
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year={2024} |
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} |
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``` |
