A Neurocomputational Approach to Decision Making and Aging. - Rui Mata (ICANN (2), 2005)

Exploration and Exploitation in Memory Search Across the Lifespan. - Thomas T. Hills; Rui Mata; Andreas Wilke; Gregory R. Samanez-Larkin (CogSci, 2011)

Measuring the Use of Recognition with the Multinomial r-Model: An Application to Aging and Individual Differences. - Sebastian Horn; Thorsten Pachur; Rui Mata (CogSci, 2013)

Search and the Aging Mind: The Promise and Limits of the Cognitive Control Hypothesis of Age Differences in Search. - Rui Mata; Bettina von Helversen (Top. Cogn. Sci., 2015)

The Aging Lexicon: Differences in the Semantic Networks of Younger and Older Adults. - Dirk U. Wulff; Thomas T. Hills; Margie E. Lachman; Rui Mata (CogSci, 2016)

text2sdg: An open-source solution to monitoring sustainable development goals from text. - Dirk U. Wulff; Rui Mata; Dominik S. Meier (CoRR, 2021)

Using Network Science to Understand the Aging Lexicon: Linking Individuals' Experience, Semantic Networks, and Cognitive Performance. - Dirk U. Wulff; Simon De Deyne; Samuel Aeschbach; Rui Mata (Top. Cogn. Sci., 2022)

Using novel data and ensemble models to improve automated labeling of Sustainable Development Goals. - Dirk U. Wulff; Dominik S. Meier; Rui Mata (CoRR, 2023)

Large language models surpass human experts in predicting neuroscience results. - Xiaoliang Luo; Akilles Rechardt; Guangzhi Sun; Kevin K. Nejad; Felipe Yáñez; Bati Yilmaz; Kangjoo Lee; Alexandra O. Cohen; Valentina Borghesani; Anton Pashkov; Daniele Marinazzo; Jonathan Nicholas; et al. (CoRR, 2024)

Measuring individual semantic networks: A simulation study. - Samuel Aeschbach; Rui Mata; Dirk U. Wulff (CoRR, 2024)

Probing the contents of semantic representations from text, behavior, and brain data using the psychNorms metabase. - Zak Hussain; Rui Mata; Ben R. Newell; Dirk U. Wulff (CoRR, 2024)

Novel embeddings improve the prediction of risk perception. - Zak Hussain; Rui Mata; Dirk U. Wulff (EPJ Data Sci., 2024)

A rebuttal of two common deflationary stances against LLM cognition. - Zak Hussain; Rui Mata; Dirk U. Wulff (ACL (Findings), 2025)

text2sdg: An R Package to Monitor Sustainable Development Goals from Text. - Dominik S. Meier; Rui Mata; Dirk U. Wulff (R J., 2025)