2022
Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color
ACL 2022long
Character-level information is included in many NLP models, but evaluating the information encoded in character representations is an open issue. We leverage perceptual representations in the form of shape, sound, and color embeddings and perform a representational similarity analysis to evaluate th…