Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition-Informed Approach to Quantifying Identity Fusion from Text

• EMNLP‘25
• https://arxiv.org/abs/2509.16813
• Authors: Devin R. Wright, Jisun An, Yong-Yeol Ahn

A method to estimate Identity fusion from text. Card et al., PNAS (2022) was the inspiration for using the Masked language model to assess the similarity between the target identity and self.