Web: http://arxiv.org/abs/2203.11016

May 12, 2022, 1:11 a.m. | Morteza Ansarinia, Paul Schrater, Pedro Cardoso-Leite

cs.CL updates on arXiv.org arxiv.org

Traditionally, theory and practice of Cognitive Control are linked via
literature reviews by human domain experts. This approach, however, is
inadequate to track the ever-growing literature. It may also be biased, and
yield redundancies and confusion.

Here we present an alternative approach. We performed automated text analyses
on a large body of scientific texts to create a joint representation of tasks
and constructs. More specifically, 385,705 scientific abstracts were first
mapped into an embedding space using a transformers-based language model. …

ai arxiv cognitive embedding literature

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