NLP, Llm, Deep Learning, Machine Learning, Mathematics.
co-occurrence probabilities within a corpus. The key to GloVe’s effectiveness lies in the construction of a word-context matrix and the subsequent factorization process. 1. Word-Context Matrix Formation: The first step in GloVe’s mechanics involves creating a word-context matrix. This matrix is