Before revision: We propose FrameAxis, a method of characterizing the framing of a given text by identifying the most relevant semantic axes ("microframes") defined by antonym word pairs .
After revision: We propose FrameAxis, a method of characterizing the framing of a given text by identifying the most relevant semantic axes ("microframes") that are overrepresented in the text using word embedding .