Integrating experiential and distributional data to learn semantic representations.

@article{Andrews2009IntegratingEA,
  title={Integrating experiential and distributional data to learn semantic representations.},
  author={Mark Andrews and Gabriella Vigliocco and David P. Vinson},
  journal={Psychological review},
  year={2009},
  volume={116 3},
  pages={463-98}
}
The authors identify 2 major types of statistical data from which semantic representations can be learned. These are denoted as experiential data and distributional data. Experiential data are derived by way of experience with the physical world and comprise the sensory-motor data obtained through sense receptors. Distributional data, by contrast, describe the statistical distribution of words across spoken and written language. The authors claim that experiential and distributional data… CONTINUE READING
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