Dimensions underlying the representational alignment of deep neural networks with humansNature Machine Intelligence (Nat. Mach. Intell.), 2024 |
Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2024 |
Expand BERT Representation with Visual Information via Grounded Language
Learning with Multimodal Partial AlignmentACM Multimedia (ACM MM), 2023 |
Alignment with human representations supports robust few-shot learningNeural Information Processing Systems (NeurIPS), 2023 |
Probabilistic Analogical Mapping with Semantic Relation NetworksPsychology Review (Psychol. Rev.), 2021 |