Latent space text clustering

Clustering sentences/text snippets by employing,

• various Sentence Embeddings like BERT, Universal Sentence Encoder, GLOVE etc.

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• various latent space clustering algorithms like T-SNE, K-Means etc. to perform dimensional reduction over the embedded tweets.

Use-cases:

• Embedding tweet replies by using Universal Sentence Encoder (USE), and clustering them using t-Distributed Stochastic Neighbor Embedding (t-SNE)