Exploring ChatGPT's Empathic Abilities
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Abstract (arXiv)
Empathy is often understood as the ability to share and understand another individual's state of mind or emotion. With the increasing use of chatbots in various domains, e.g., children seeking help with homework, individuals looking for medical advice, and people using the chatbot as a daily source of everyday companionship, the importance of empathy in human-computer interaction has become more apparent. Therefore, our study investigates the extent to which ChatGPT based on GPT-3.5 can exhibit empathetic responses and emotional expressions. We analyzed the following three aspects: (1) understanding and expressing emotions, (2) parallel emotional response, and (3) empathic personality. Thus, we not only evaluate ChatGPT on various empathy aspects and compare it with human behavior but also show a possible way to analyze the empathy of chatbots in general. Our results show, that in 91.7% of the cases, ChatGPT was able to correctly identify emotions and produces appropriate answers. In conversations, ChatGPT reacted with a parallel emotion in 70.7% of cases. The empathic capabilities of ChatGPT were evaluated using a set of five questionnaires covering different aspects of empathy. Even though the results show, that the scores of ChatGPT are still worse than the average of healthy humans, it scores better than people who have been diagnosed with Asperger syndrome / high-functioning autism.
Key facts. Cited by 10 papers in the map (data through 14 Oct 2026). Builds on 7 of its 39 references that are in the map. First posted on arXiv 7 Aug 2023.
Builds on
7 of 39 references.
References · 7
- 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,399
- 2020Language Models are Few-Shot Learnerscited by 32,419
- 2019Sentence-BERT: Sentence Embeddings using Siamese BERT-Networkscited by 9,170
- 2020Towards a Human-like Open-Domain Chatbotcited by 470
- 2022ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reportscited by 101
- 2023ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Textcited by 85
- 2019Evaluating Empathy in Artificial Agentscited by 7
Built on by
Citing papers per year: 2023: 1; 2024: 6; 2025: 2; 2026: 1.
10 papers.
- 2025PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memorycited by 88
- 2023Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBenchcited by 28
- 2024Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Reviewcited by 17
- 2024Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Surveycited by 7
- 2024GPT-ology, Computational Models, Silicon Sampling: How should we think about LLMs in Cognitive Science?cited by 5
- 2024Impacts of Anthropomorphizing Large Language Models in Learning Environmentscited by 3
- 2024E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theorycited by 1
- 2024Closing the Affective Loop via Experience-Driven Reinforcement Learning Designerscited by 1
- 2025Natural, Artificial, and Human Intelligencescited by 0
- 2026RE-LLM: Refining Empathetic Speech-LLM Responses by Integrating Emotion Nuancecited by 0
- 2026RE-LLM: Refining Empathetic Speech-LLM Responses by Integrating Emotion Nuance11 Feb 2026
- 2025PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory7 Dec 2025
- 2025Natural, Artificial, and Human Intelligences2 Jun 2025
- 2024Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey4 Aug 2024
- 2024Closing the Affective Loop via Experience-Driven Reinforcement Learning Designers23 Jul 2024
- 2024Impacts of Anthropomorphizing Large Language Models in Learning Environments22 Jul 2024
- 2024GPT-ology, Computational Models, Silicon Sampling: How should we think about LLMs in Cognitive Science?13 Jun 2024
- 2024E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory4 Jun 2024
- 2024Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review3 Jan 2024
- 2023Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench2 Oct 2023