Can Machines Really Understand Your Feelings? Evaluating Large Language Models for Empathy

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Can Machines Really Understand Your Feelings? Evaluating Large Language Models for Empathy
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Comparison of empathetic capability of 2 major LLMs and the ability of 5 LLMs to identify empathic responses generated by other LLMs.

Have you really thought about empathy? What does empathy mean to you? Is your ability to judge empathy different from your ability to be empathetic? This article will challenge you to consider these questions as I compare the empathetic conversation capabilities of 2 major LLMs and the empathy and AI identification capabilities of 5 LLMs.

2 3 3 TBD TBD TBD TBD Raw Scores Ranking LLM 1 2 3 4 5 Human Conversation Empathy** AI Like Empathy AI Empathy AI Empathy AI Empathy AI Empathy AI 1 6 3 4 2 1 1 1 6 1 4 TBD TBD 2 3 4 4 2 2 2 3 5 5 6 TBD TBD 3 2 5 6 1 3 3 4 3 3 2 TBD TBD 4 5 1 2 5 4 4 6 2 6 1 TBD TBD 5 1 5 1 5 6 6 2 4 2 5 TBD TBD 6 4 2 3 4 5 5 5 1 4 3 TBD TBD Ranking LLM 1 2 3 4 5 Human Conversation Empathy** AI Like Empathy AI Empathy AI Empathy AI Empathy AI Empathy AI 1 6 3 4 2 1 1 1 6 1 4 TBD TBD 2 3 4 4 2 2 2 3 5 5 6 TBD...

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