Макау
material
ID: macaw
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DREAM: Improving Situational QA by First Elaborating the Situation
AbstractWhen people answer questions about a specific situation, e.g., “I cheated on my mid-term exam last week. Was that wrong?”, cognitive science suggests that they form a mental picture of …...
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference
AbstractWhile large pre-trained language models are powerful, their predictions often lack logical consistency across test inputs. For example, a state-of-the-art Macaw question-answering (QA) model answers Yes to Is a sparrow …...
Do language models have coherent mental models of everyday things?
AbstractWhen people think of everyday things like an egg, they typically have a mental image associated with it. This allows them to correctly judge, for example, that “the yolk surrounds …...