Before revision:   By providing a scale-based codebook for sexism and insights into what makes a statement sexist , we hope to contribute to the development of better and broader models for sexism detection, including reflections on theory-driven approaches to data collection.
After revision:  By providing a scale-based codebook and insights regarding the shortcomings of the state-of-the-art , we hope to contribute to the development of better and broader models for sexism detection, including reflections on theory-driven approaches to data collection.