Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color

Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard. Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color. In Arianna Bisazza, Omri Abend, editors, Proceedings of the 25th Conference on Computational Natural Language Learning, CoNLL 2021, Online, November 10-11, 2021. pages 109-132, Association for Computational Linguistics, 2021. [doi]

@inproceedings{AbdouKHFPS21,
  title = {Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color},
  author = {Mostafa Abdou and Artur Kulmizev and Daniel Hershcovich and Stella Frank and Ellie Pavlick and Anders Søgaard},
  year = {2021},
  doi = {10.18653/v1/2021.conll-1.9},
  url = {https://doi.org/10.18653/v1/2021.conll-1.9},
  researchr = {https://researchr.org/publication/AbdouKHFPS21},
  cites = {0},
  citedby = {0},
  pages = {109-132},
  booktitle = {Proceedings of the 25th Conference on Computational Natural Language Learning, CoNLL 2021, Online, November 10-11, 2021},
  editor = {Arianna Bisazza and Omri Abend},
  publisher = {Association for Computational Linguistics},
}