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  1. Modeling Brain Representations of Words' Concreteness in Context Using GPT‐2 and Human Ratings.Andrea Bruera, Yuan Tao, Andrew Anderson, Derya Çokal, Janosch Haber & Massimo Poesio - 2023 - Cognitive Science 47 (12):e13388.
    The meaning of most words in language depends on their context. Understanding how the human brain extracts contextualized meaning, and identifying where in the brain this takes place, remain important scientific challenges. But technological and computational advances in neuroscience and artificial intelligence now provide unprecedented opportunities to study the human brain in action as language is read and understood. Recent contextualized language models seem to be able to capture homonymic meaning variation (“bat”, in a baseball vs. a vampire context), as (...)
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  • Raising the Roof: Situating Verbs in Symbolic and Embodied Language Processing.John Hollander & Andrew Olney - 2024 - Cognitive Science 48 (4):e13442.
    Recent investigations on how people derive meaning from language have focused on task‐dependent shifts between two cognitive systems. The symbolic (amodal) system represents meaning as the statistical relationships between words. The embodied (modal) system represents meaning through neurocognitive simulation of perceptual or sensorimotor systems associated with a word's referent. A primary finding of literature in this field is that the embodied system is only dominant when a task necessitates it, but in certain paradigms, this has only been demonstrated using nouns (...)
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  • Poet and Psychologist: A Conversation.Keith J. Holyoak - 2023 - Metaphor and Symbol 38 (2):117-129.
    I consider poetry composition from both the “inside” view of a poet and the “outside” view of a cognitive psychologist. From the perspective of a psychologist, I review behavioral and neural studies of the reception and generation of poetry, with emphasis on metaphor and symbolism. Taking the perspective of a poet, I discuss how the seeds for a poem may arise. Finally, I consider the prospects for future developments in a field of computational neurocognitive poetics.
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