Instruction, demonstration, and soft-prompt adaptations produce similar accuracy but measurably different geometric reorganization of LLM representations, with evidence for cross-task synergies and trade-offs.
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The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
Instruction, demonstration, and soft-prompt adaptations produce similar accuracy but measurably different geometric reorganization of LLM representations, with evidence for cross-task synergies and trade-offs.