Prompting Large Language Models for Knowledge‑Based Visual Question Answering: The Prophet Framework

This article analyzes the Prophet framework, which leverages a traditional VQA model to generate answer candidates and in‑context examples that prompt GPT‑3, achieving state‑of‑the‑art performance on the challenging OK‑VQA and A‑OKVQA benchmarks.

GPT-3MCANPrompt Engineering

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Prompting Large Language Models for Knowledge‑Based Visual Question Answering: The Prophet Framework