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Determining the extent to which the perceptual world can be recovered from language is a longstanding problem in philosophy and cognitive science.
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DT Lindsey, AM Brown, The color lexicon of american english · 2014
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N Zaslavsky, C Kemp, T Regier, N Tishby, Efficient compression in color naming and its evolution · 2018
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GV Paramei, YA Griber, D Mylonas, An online color naming experiment in russian using munsell color samples · 2018
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A Srivastava, et al., Beyond the imitation game: Quantifying and extrapolating the capabilities of language models · 2022
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A Goldstein, et al., Shared computational principles for language processing in humans and deep language models · 2022
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S Kumar, et al., Reconstructing the cascade of language processing in the brain using the internal computations of a transformer-based language model · 2022
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C Zhang, B Van Durme, Z Li, E Stengel-Eskin, Visual commonsense in pretrained unimodal and multimodal models · 2022
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R Marjieh, et al., Words are all you need? capturing human sensory similarity with textual descriptors · 2022
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CR Sims, Efficient coding explains the universal law of generalization in human perception · 2018
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JS Kim, GV Elli, M Bedny, Knowledge of animal appearance among sighted and blind adults · 2019
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N Jacoby, et al., Universal and non-universal features of musical pitch perception revealed by singing · 2019
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G Lupyan, RA Rahman, L Boroditsky, A Clark, Effects of language on visual perception · 2020
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T Brown, et al., Language models are few-shot learners · 2020
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MN Hebart, CY Zheng, F Pereira, CI Baker, Revealing the multidimensional mental representations of natural objects underlying human similarity judgements · 2020
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DE Blasi, J Henrich, E Adamou, D Kemmerer, A Majid, Over-reliance on english hinders cognitive science · 2022
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G Kawakita, A Zeleznikow-Johnston, N Tsuchiya, M Oizumi, Is my “red” your “red”?: Unsupervised alignment of qualia structures via optimal transport · 2023
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OpenAI, Gpt-4 technical report (2023)
2023
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R Tikochinski, A Goldstein, Y Yeshurun, U Hasson, R Reichart, Perspective changes in human listeners are aligned with the contextual transformation of the word embedding space · 2023
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D Dillion, N Tandon, Y Gu, K Gray, Can ai language models replace human participants? · 2023
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R Marjieh, TL Griffiths, N Jacoby, Musical pitch has multiple psychological geometries · 2023
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