CMCE at SemEval-2020 Task 1: Clustering on Manifolds of Contextualized Embeddings to Detect Historical Meaning Shifts

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Knowledge Triples

Source Entity	Relationship	Target Entity
Clustering on Manifolds of Contextualized Embeddings OtherEntity	comparesWith	Gaussian Mixture Models Method
Clustering on Manifolds of Contextualized Embeddings OtherEntity	uses	Autoencoder Method
Clustering on Manifolds of Contextualized Embeddings OtherEntity	uses	Contextualized Word Embeddings Material
Clustering on Manifolds of Contextualized Embeddings OtherEntity	uses	UMAP Method