
This dataset consists of a approx 50k collection of research articles from **PubMed** repository. Originally these documents are manually annotated by Biomedical Experts with their MeSH labels and each articles are described in terms of 10-15 MeSH labels. In this Dataset we have huge numbers of labels present as a MeSH major which is raising the issue of extremely large output space and severe label sparsity issues. To solve this Issue Dataset has been Processed and mapped to its root as Described in the Below Figure.
![Mapped Image not Fetched](https://raw.githubusercontent.com/Owaiskhan9654/Gene-Sequence-Primer-/main/Capture111.PNG)
![Tree Structure](https://raw.githubusercontent.com/Owaiskhan9654/Gene-Sequence-Primer-/main/Capture22.PNG)
task_categories:text-classification task_ids:multi-label-classification size_categories:10K<n<100K source_datasets:BioASQ Task A language:en license:afl-3.0 region:us
{"language": ["en"], "license": "afl-3.0", "size_categories": ["10K<n<100K"], "source_datasets": ["BioASQ Task A"], "task_categories": ["text-classification"], "task_ids": ["multi-label-classification"], "pretty_name": "BioASQ, PUBMED"}
TAGS
#task_categories-text-classification #task_ids-multi-label-classification #size_categories-10K<n<100K #source_datasets-BioASQ Task A #language-English #license-afl-3.0 #region-us 


This dataset consists of a approx 50k collection of research articles from PubMed repository. Originally these documents are manually annotated by Biomedical Experts with their MeSH labels and each articles are described in terms of 10-15 MeSH labels. In this Dataset we have huge numbers of labels present as a MeSH major which is raising the issue of extremely large output space and severe label sparsity issues. To solve this Issue Dataset has been Processed and mapped to its root as Described in the Below Figure.
!Mapped Image not Fetched
!Tree Structure
TAGS
#task_categories-text-classification #task_ids-multi-label-classification #size_categories-10K<n<100K #source_datasets-BioASQ Task A #language-English #license-afl-3.0 #region-us 

passage: TAGS
#task_categories-text-classification #task_ids-multi-label-classification #size_categories-10K<n<100K #source_datasets-BioASQ Task A #language-English #license-afl-3.0 #region-us 
