2025
Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition?
EMNLP 2025
Driven by vast and diverse textual data, large language models (LLMs) have demonstrated impressive performance across numerous natural language processing (NLP) tasks. Yet, a critical question persists: does their generalization arise from mere memorization of training data or from deep semantic und