liyongh1 / Unsupervised-NLP-Analysis-with-Covid-19-Research-Papers

nlp-machine-learning nltk-python topic-modeling word-embeddings tsne-visualization mini-batch-kmeans lda-model covid-19

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.

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nlp-machine-learning nltk-python topic-modeling word-embeddings tsne-visualization mini-batch-kmeans lda-model covid-19

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