COVID-19-BERT-ResearchPapers-Semantic-Search

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COVID-19-BERT-ResearchPapers-Semantic-Search

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BERT semantic search engine for searching literature research papers for coronavirus covid-19 in google colab

// repository documentation

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# COVID-19-BERT-ResearchPapers-Semantic-Search
if you are able to endorse me on Arxiv, i would be more than glad https://arxiv.org/auth/endorse?x=FRBB89 thanks

BERT semantic search engine for searching literature research papers for coronavirus covid-19 in google colab

## Data links
- [proccessed dataset](https://drive.google.com/open?id=17CmqI2uyYitpos6Lxmk4E7PSShIMmxUm)
- [embedded paragraphs (1GB)](https://drive.google.com/open?id=1-PYF5y1hIpzwoXosNIpBP2L_Gyt5oUbv) which took some time for embedding, 
  so you can simply use it without running the embedding again
#### FineTune
- [FineTuned BERT](https://drive.google.com/open?id=1p_RzIggZPvxJDXzXcHoEXChePii-2ZRG)
- [FineTuned embedded paragraphs (219MB)](https://drive.google.com/open?id=1e7_6PntJRD3wlfYQDhyz-zArCMhA8FnV)

which are hosted on google drive, we have built the [code](https://www.kaggle.com/theamrzaki/covid-19-bert-researchpapers-semantic-search), 
to seamlessly connect to google drive, (learn more about connecting with google drive here)

COVID-19-BERT-ResearchPapers-Semantic-Search

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