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Nature Human Behaviour|March 12, 2025
Semantic embeddings reveal and address taxonomic incommensurability in psychological measurementDirk U Wulff, Rui Mata
Current Directions in Psychological Science|April 6, 2026
Escaping the Jingle-Jangle Jungle: Increasing Conceptual Clarity in Psychology Using Large Language ModelsDirk U Wulff, Rui Mata
Science Advances|July 20, 2022
On the semantic representation of riskDirk U Wulff, Rui Mata
Trends in Cognitive Sciences|July 31, 2026
Addressing longstanding challenges in cognitive science with language modelsDirk U Wulff, Rui Mata
Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences|April 11, 2019
Three gaps and what they may mean for risk preferenceRalph Hertwig, Dirk U Wulff, Rui Mata
Journal of Cognition|January 13, 2025
Mapping Mental Representations With Free Associations: A Tutorial Using the R Package associatoRSamuel Aeschbach, Rui Mata, Dirk U Wulff
EPJ Data Science|May 27, 2024
Novel embeddings improve the prediction of risk perceptionZak Hussain, Rui Mata, Dirk U Wulff
Plos One|August 11, 2025
Measuring individual semantic networks: A simulation studySamuel Aeschbach, Rui Mata, Dirk U Wulff
Scientific Reports|December 12, 2022
Structural differences in the semantic networks of younger and older adultsDirk U Wulff, Thomas T Hills, Rui Mata
Sustainability Science|September 4, 2024
Using novel data and ensemble models to improve automated labeling of Sustainable Development GoalsDirk U Wulff, Dominik S Meier, Rui Mata
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