Dimension-Insensitive Metrics: DIEM vs. Cosine Similarity In High Dimensions The paper " Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric " interrogates a default choice in machine learning and information retrieval: cos... cosine similarity distance metrics embeddings euclidean distance NLP similarity