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cs.CL2025
Relational Schemata in BERT Are Inducible, Not Emergent: A Study of Performance vs. Competence in Language Models
Cole Gawin
While large language models like BERT demonstrate strong empirical performance on semantic tasks, whether this reflects true conceptual competence or surface-level statistical asso…
cs.CL2025
Navigating Semantic Relations: Challenges for Language Models in Abstract Common-Sense Reasoning
Cole Gawin, Yidan Sun, Mayank Kejriwal
Large language models (LLMs) have achieved remarkable performance in generating human-like text and solving reasoning tasks of moderate complexity, such as question-answering and m…