Papers by Dan Oneata
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era (2025.findings-acl)
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| Challenge: | danoneata, et al., 2021): human learning and conceptual representation is grounded in sensorimotor experience. |
| Approach: | They evaluate image encoders and language-only models to learn which attributes are salient to the models. |
| Outcome: | The proposed models outperform language-only models on attributes predicting extended denser McRae norms and newer Binder datasets. |