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This repository contains the code, dataset, and model outputs for the ICMI 2024 paper Multimodal User Enjoyment Detection in Human-Robot Conversation: The Power of Large Language Models. It includes scripts for prompting LLMs, training supervised models, and evaluating multimodal enjoyment detection.