4 papers
Addressing Longstanding Challenges in Cognitive Science with Language Models
Dirk U. Wulff, Rui Mata
Cognitive science faces ongoing challenges in research integration, formalization, conceptual clarity, and other areas, in part due to its multifaceted and interdisciplinary nature…
The "Small World of Words" German Free-Association Norms
Samuel Aeschbach, Rui Mata, Kaidi Lõo +2
Free-association norms provide essential empirical data for investigating linguistic, semantic, and cultural phenomena in the cognitive sciences. Although large-scale norms exist f…
Probing the contents of semantic representations from text, behavior, and brain data using the psychNorms metabase
Zak Hussain, Rui Mata, Ben R. Newell +1
Semantic representations are integral to natural language processing, psycholinguistics, and artificial intelligence. Although often derived from internet text, recent years have s…
Large language models surpass human experts in predicting neuroscience results
Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun +36
Scientific discoveries often hinge on synthesizing decades of research, a task that potentially outstrips human information processing capacities. Large language models (LLMs) offe…