Beyond the limitations of any imaginable mechanism: large language models and psycholinguistics

Conor Houghton, Nina Kazanina, Priyanka Sukumaran
2/28/2023
cs.CLcs.AI

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Abstract

Large language models are not detailed models of human linguistic processing. They are, however, extremely successful at their primary task: providing a model for language. For this reason and because there are no animal models for language, large language models are important in psycholinguistics: they are useful as a practical tool, as an illustrative comparative, and philosophically, as a basis for recasting the relationship between language and thought.

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@article{houghton2023beyond,
  title  = {Beyond the limitations of any imaginable mechanism: large language models and psycholinguistics},
  author = {Conor Houghton and Nina Kazanina and Priyanka Sukumaran},
  year   = {2023},
  eprint = {2303.00077},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2303.00077v1}
}

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