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README.md

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----
-license: cc
-language:
-- vi
-- en
-task_categories:
-- text-generation
-- fill-mask
-task_ids:
-- language-modeling
-- masked-language-modeling
-paperswithcode_id: pubmed
-dataset_info:
-  features:
-  - name: en
-    dtype: string
-  - name: vi
-    dtype: string
-  splits:
-  - name: pubmed22
-    num_bytes: 44360028980
-    num_examples: 20087006
-  download_size: 23041004247
-  dataset_size: 44360028980
----
-
-# Dataset Summary
-20M Vietnamese PubMed biomedical abstracts translated by the [state-of-the-art English-Vietnamese Translation project](https://arxiv.org/abs/2210.05610). The data has been used as unlabeled dataset for [pretraining a Vietnamese Biomedical-domain Transformer model](https://arxiv.org/abs/2210.05598).
-
-![image](https://user-images.githubusercontent.com/44376091/200204462-4d559113-5bdf-4cc5-9e88-70abe82babba.png)
-
-image source: [Enriching Biomedical Knowledge for Vietnamese Low-resource Language Through Large-Scale Translation](https://arxiv.org/abs/2210.05598)
-
-
-# Language
-- English: Original biomedical abstracts from [Pubmed](https://www.nlm.nih.gov/databases/download/pubmed_medline_faq.html)
-- Vietnamese: Synthetic abstract translated by a [state-of-the-art English-Vietnamese Translation project](https://arxiv.org/abs/2210.05610)
-
-# Dataset Structure
-- The English sequences are 
-- The Vietnamese sequences are 
-
-
-# Source Data - Initial Data Collection and Normalization
-https://www.nlm.nih.gov/databases/download/pubmed_medline_faq.html
-
-# Licensing Information
-[Courtesy of the U.S. National Library of Medicine.](https://www.nlm.nih.gov/databases/download/terms_and_conditions.html)
-
-# Citation
-```
-@misc{mtet,
-  doi = {10.48550/ARXIV.2210.05610},
-  url = {https://arxiv.org/abs/2210.05610},
-  author = {Ngo, Chinh and Trinh, Trieu H. and Phan, Long and Tran, Hieu and Dang, Tai and Nguyen, Hieu and Nguyen, Minh and Luong, Minh-Thang},
-  keywords = {Computation and Language (cs.CL), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences},
-  title = {MTet: Multi-domain Translation for English and Vietnamese},
-  publisher = {arXiv},
-  year = {2022},
-  copyright = {Creative Commons Attribution 4.0 International}
-}
-```
-
-```
-@misc{vipubmed,
-  doi = {10.48550/ARXIV.2210.05598},
-  url = {https://arxiv.org/abs/2210.05598},
-  author = {Phan, Long and Dang, Tai and Tran, Hieu and Phan, Vy and Chau, Lam D. and Trinh, Trieu H.},
-  keywords = {Computation and Language (cs.CL), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences},
-  title = {Enriching Biomedical Knowledge for Vietnamese Low-resource Language Through Large-Scale Translation},
-  publisher = {arXiv},
-  year = {2022},
-  copyright = {Creative Commons Attribution 4.0 International}
-}
-```