htmlPrompt & Instruction Engineering — Maria Molchanova
Maria Molchanova
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Research Area

Prompt & Instruction Engineering

Systematic design of LLM instructions: from prompt patterns and complex-task structuring to experimental evaluation.

I approach Prompt Engineering not merely as finding the right wording, but as an engineering discipline involving requirement decomposition, structure, context organization, and experimental hypothesis testing.

A distinct research thread explores instruction engineering for data annotation and how instruction structure influences model behavior.