Corpus ID: 6467224

Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts

@inproceedings{Anderson2013OfWE,
  title={Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts},
  author={A. Anderson and Elia Bruni and Ulisse Bordignon and Massimo Poesio and M. Baroni},
  booktitle={EMNLP},
  year={2013}
}

A. Anderson, Elia Bruni, +2 authors M. Baroni

Published in EMNLP 2013

Computer Science

Traditional distributional semantic models extract word meaning representations from cooccurrence patterns of words in text corpora. Recently, the distributional approach has been extended to models that record the cooccurrence of words with visual features in image collections. These image-based models should be complementary to text-based ones, providing a more cognitively plausible view of meaning grounded in visual perception. In this study, we test whether image-based models capture the… CONTINUE READING

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