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Unsupervised NLP Analysis with Covid-19 Research Papers

  • Designed pipeline to clean and vectorize abstracts of Covid-19 research publications.

  • Implemented word embeddings, TSNE, mini-batch K-Means, and LDA to discover crucial topics from publications and generate actionable insights against the spread of Covid-19.