#word-meaning

Question 1: Single choice

Word embeddings such as word2vec rest on distributional semantics. Which statement expresses that idea?

A word's meaning is reflected in the contexts it occurs in, i.e. in its relations to other words1
A word's meaning is fixed by its dictionary entry and does not depend on the surrounding words at all2
Words with similar spellings or shared letters tend to have similar meanings3
A word's meaning is determined by how frequent the word is in a corpus4