Humans and animals have the ability to continually acquire, fine-tune, and transfer
knowledge and skills throughout their lifespan. This ability, referred to as lifelong learning, is …

The fields of neuroscience and artificial intelligence (AI) have a long and intertwined history.
In more recent times, however, communication and collaboration between the two fields has …

Contemporary neural networks still fall short of human-level generalization, which extends
far beyond our direct experiences. In this paper, we argue that the underlying cause for this …

We review psychological research bearing on major theories of metaphor comprehension. A
broad survey of behavioral studies is coupled with findings from recent meta-analyses of …

Vector‐based models of word meaning have become increasingly popular in cognitive
science. The appeal of these models lies in their ability to represent meaning simply by …

Analogy is an inductive mechanism based on structured comparisons of mental
representations. It is an important special case of role-based relational reasoning, in which …

11 ANALOGICAL REASONING Page 1 186 Author note This research was supported by a
grant to the senior author from the Office of Naval Research; award number N00014-16-1-2613 …

Over the last quarter century, the dominant tendency in comparative cognitive psychology
has been to emphasize the similarities between human and nonhuman minds and to …

This paper proposes a framework for representing the meaning of phrases and sentences in
vector space. Central to our approach is vector composition which we operationalize in …

A theoretical analysis of the development of numerical representations indicated that playing
linear number board games should enhance preschoolers' numerical knowledge and ability …