Bridging the meaning gap: A computational approach to semantic variation. This project aims to create and validate a new class of large language models that capture and partially explain semantic variation between people. We will (1) measure nuanced differences in word meaning and linguistic experience across individuals; (2) develop computational models that incorporate this variation; and (3) evaluate the extent to which the models capture behavioural and cognitive differences related to polit ....Bridging the meaning gap: A computational approach to semantic variation. This project aims to create and validate a new class of large language models that capture and partially explain semantic variation between people. We will (1) measure nuanced differences in word meaning and linguistic experience across individuals; (2) develop computational models that incorporate this variation; and (3) evaluate the extent to which the models capture behavioural and cognitive differences related to political affiliation, gender, and culture. This will advance our understanding of the nature and origin of individual differences as well as improve the calibration of AI systems for under-represented groups. These advances will support eventual applied outcomes in health, domestic security, and resilience to misinformation. Read moreRead less
The Cultural Evolution of Mentalising. Thinking about mental states, such as beliefs, desires and intentions, is a universally important human ability known as mentalising. This project aims to use new cross-cultural databases and computational comparative methods to study five ways that mentalising practices vary across world cultures. The findings of this research have the potential to provide the first systematic overview of how mentalising practices vary globally as well as reveal the histor ....The Cultural Evolution of Mentalising. Thinking about mental states, such as beliefs, desires and intentions, is a universally important human ability known as mentalising. This project aims to use new cross-cultural databases and computational comparative methods to study five ways that mentalising practices vary across world cultures. The findings of this research have the potential to provide the first systematic overview of how mentalising practices vary globally as well as reveal the historical and social processes that shape the diverse ways that people think about the mind. Benefits of this knowledge include a more culturally sound basis for future developments in community-focused professions such as education, community development and counselling.Read moreRead less