Before revision:  We show that given a word in the caption to be explained, explanation methods such as LRP reveal supporting and opposing pixels as well as  words.
After revision:  We show that given a word in the caption to be explained, explanation methods such as LRP reveal supporting and opposing pixels as well as preceding words.