Men Are from Mars, Women Are from Venus: Evaluation and Modelling of Verbal Associations

摘要

We present a quantitative analysis of human word association pairs and study the types of relations presented in the associations. We put our main focus on the correlation between response types and respondent characteristics such as occupation and gender by contrasting syntagmatic and paradigmatic associations. Finally, we propose a per-sonalised distributed word association model and show the importance of incorporating demographic factors into the models commonly used in natural language processing.