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Quantifying Logical Consistency in Transformers via Query-Key Alignment

Tulchinskii, Eduard et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-languageinformation-theorylogicmachine-learning
Large language models (LLMs) have demonstrated impressive performance in various natural language processing tasks, yet their ability to perform multi-step logical reasoning remains an open challenge. Although Chain-of-Thought prompting has improved logical reasoning by enabling models to generate i
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