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A large body of research on gender-linked language has establishedfoundations regarding cross-gender differences in lexical, emotional, andtopical preferences, along with their sociological underpinnings. We compile anovel, large and diverse corpus of spontaneous linguistic productions annotatedwith speakers' gender, and perform a first large-scale empirical study ofdistinctions in the usage of \textit{figurative language} between male andfemale authors. Our analyses suggest that (1) idiomatic choices reflectgender-specific lexical and semantic preferences in general language, (2) men'sand women's idiomatic usages express higher emotion than their literallanguage, with detectable, albeit more subtle, differences between male andfemale authors along the dimension of dominance compared to similardistinctions in their literal utterances, and (3) contextual analysis ofidiomatic expressions reveals considerable differences, reflecting subtledivergences in usage environments, shaped by cross-gender communication stylesand semantic biases.

Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage