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cs.CL2025
Cognitive Prompts Using Guilford's Structure of Intellect Model
Oliver Kramer
Large language models (LLMs) demonstrate strong language generation capabilities but often struggle with structured reasoning, leading to inconsistent or suboptimal problem-solving…
cs.CL2025
Conceptual Metaphor Theory as a Prompting Paradigm for Large Language Models
Oliver Kramer
We introduce Conceptual Metaphor Theory (CMT) as a framework for enhancing large language models (LLMs) through cognitive prompting in complex reasoning tasks. CMT leverages metaph…
cs.CL2024
Unlocking Structured Thinking in Language Models with Cognitive Prompting
Oliver Kramer, Jill Baumann
We propose cognitive prompting as a novel approach to guide problem-solving in large language models (LLMs) through structured, human-like cognitive operations, such as goal clarif…