Gromov–Wasserstein unsupervised alignment reveals structural correspondences between the color similarity structures of humans and large language models

G Kawakita, A Zeleznikow-Johnston, N Tsuchiya… - Scientific Reports, 2024 - nature.com
Abstract Large Language Models (LLMs), such as the General Pre-trained Transformer
(GPT), have shown remarkable performance in various cognitive tasks. However, it remains …

Is my" red" your" red"?: Unsupervised alignment of qualia structures via optimal transport

G Kawakita, AM Zeleznikow-Johnston… - ICLR 2024 Workshop …, 2023 - openreview.net
Whether one person's experience of" red" is equivalent to another's has long been
considered unanswerable. One promising approach to resolving this fundamental question …

Comparing color similarity structures between humans and LLMs via unsupervised alignment

G Kawakita, A Zeleznikow-Johnston… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs), such as the General Pre-trained Transformer (GPT), have
shown remarkable performance in various cognitive tasks. However, it remains unclear …

[HTML][HTML] Towards a structural turn in consciousness science

J Kleiner - Consciousness and cognition, 2024 - Elsevier
Recent activities in virtually all fields engaged in consciousness studies indicate early signs
of a structural turn, where verbal descriptions or simple formalisations of conscious …

[PDF][PDF] Comparing color qualia structures through a novel similarity task in young children versus adults

Y Moriguchi, R Watanabe, C Sakata… - PsyArXiv, 2024 - files.osf.io
Examination of the subjective qualitative aspects of an experience, or 'qualia'in short, is a
fundamental and core aspect of consciousness research. How can we characterize the …

More than words: can free reports adequately measure the richness of perception?

R Hirschhorn, L Mudrik - Neuroscience of Consciousness, 2024 - academic.oup.com
The question of the richness (or sparseness) of conscious experience has evoked ongoing
debate and discussion. Claims for both richness and sparseness are supported by empirical …

Consistent metacognitive efficiency and variable response biases in peripheral vision

J Pruitt, JD Knotts, B Odegaard - Journal of Vision, 2024 - jov.arvojournals.org
Across the visual periphery, perceptual and metacognitive abilities differ depending on the
locus of visual attention, the location of peripheral stimulus presentation, the task design …

[PDF][PDF] Towards a Mathematical Structure of Global Phenomenal Consciousness

In this paper, we discuss recent developments in structural approaches to consciousness.
This research program aims to characterize qualitative properties of consciousness, or …

[PDF][PDF] A Quantum Qualia Hypothesis: From Quantum Cognition to Quantum Perception

N Tsuchiya, PD Bruza, M Yamada, H Saigo, E Pothos - 2023 - psyarxiv.com
To arbitrate theories of consciousness, scientists need mathematical models of
consciousness or qualia. The dominant view regards qualia as points in a dimensional …

A neuroimaging dataset during sequential color qualia similarity judgments with and without reports

T Hirao, M Miyamae, D Matsuyoshi, R Inoue, Y Takado… - bioRxiv, 2024 - biorxiv.org
Recent neuroscientific research has advanced our understanding of consciousness, yet the
connection between specific qualitative aspects of consciousness, known as" qualia," and …