What is the intuition behind the Distributional Hypothesis?

What is the primary rationale for creating vectorial representations of lexical items such as documents, sentences, and words?

What are the main limitations of the BoW and TFIDF approaches?

How do word embeddings and BoW/TFIDF vectors differ?

Can you describe the logical steps of the word2vec approach in plain English?