|
--- |
|
license: apache-2.0 |
|
dataset_info: |
|
features: |
|
- name: 'Unnamed: 0' |
|
dtype: int64 |
|
- name: text |
|
dtype: string |
|
- name: timestamp |
|
dtype: string |
|
- name: url |
|
dtype: string |
|
- name: label |
|
dtype: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 2442035868 |
|
num_examples: 589988 |
|
download_size: 1250972059 |
|
dataset_size: 2442035868 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
--- |
|
Data sources come from the following categories: |
|
1.Web crawler dataset: |
|
- Website UET (ĐH Công nghệ): tuyensinh.uet.vnu.edu.vn; new.uet.vnu.edu.vn |
|
- Website HUS (ĐH KHTN): hus.vnu.edu.vn |
|
- Website EUB (ĐH Kinh tế): ueb.vnu.edu.vn |
|
- Website IS (ĐH Quốc tế): is.vnu.edu.vn |
|
- Website Eduacation (ĐH Giáo dục): education.vnu.edu.vn |
|
- Website NXB ĐHQG: press.vnu.edu.vn |
|
[List domain web crawler](https://docs.google.com/spreadsheets/d/1zbkltkSPRm6f48Lb1Jo3Njq1-LrSd8H6/edit?gid=409337688#gid=409337688) |
|
2. CC100: |
|
[link to CC100 vi](https://huggingface.co/datasets/statmt/cc100) |
|
3. Vietnews: |
|
[link to bk vietnews dataset](https://github.com/ThanhChinhBK/vietnews) |
|
4. C4_vi: |
|
[link to C4_vi](https://huggingface.co/datasets/allenai/c4) |
|
|
|
Folder Toxic store files demo for toxic filtering.We filtered C4_validation dataset, vietnews samples dataset and a part(1/50) of CC100_vi dataset.After the process, datasets split into nontoxic part and toxic part. |
|
|
|
Folder Dedup store files after the deduplication process of above files. |
|
Folder Toxic_2, Dedup_2, Tokenized_2 is the result of the second process that we executed on 17 files of C4_vi dataset wich contains 1b tokens |
|
Folders with index 3 and final is the best result of filtering C4_vi which contains 1,156,218,780 from first 20 files |
|
|
|
|
