A technique for memorizing numbers is to associate them with words.Choosing canonical words for larger sets of numbers becomes difficult due to conceptual similarity and avoidance of confusion.Similarity between words can be quantified using cosine similarity between word embeddings.Using cosine similarity to suggest mnemonic pegs can result in directionally useful alternatives.