Customizing Emotional Support: How Do Individuals Construct and Interact With LLM-Powered Chatbots
Xi Zheng, Zhuoyang Li, Xinning Gui, Yuhan Luo
摘要
Personalized support is essential to fulfill individuals' emotional needs and sustain their mental well-being. Large language models (LLMs), with great customization flexibility, hold promises to enable individuals to create their own emotional support agents. In this work, we developed ChatLab, where users could construct LLM-powered chatbots with additional interaction features including voices and avatars. Using a Research through Design approach, we conducted a week-long field study followed by interviews and design activities (N = 22), which uncovered how participants created diverse chatbot personas for emotional reliance, confronting stressors, connecting to intellectual discourse, reflecting mirrored selves, etc. We found that participants actively enriched the personas they constructed, shaping the dynamics between themselves and the chatbot to foster open and honest conversations. They also suggested other customizable features, such as integrating online activities and adjustable memory settings. Based on these findings, we discuss opportunities for enhancing personalized emotional support through emerging AI technologies.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper13
- AI and My Values: User Perceptions of LLMs' Ability to Extract, Embody, and Explain Human Values from Casual ConversationsBhada Yun, Renn Su, April Yi WangCHI 2026 · 被引用 7 次
- Creating and Evaluating Personas Using Generative AI: A Scoping Review of 81 ArticlesDanial Amin, Joni Salminen, Farhan Ahmed, Sonja M. H. Tervola 等CHI 2026 · 被引用 6 次
- Privacy in Human-AI Romantic Relationships: Concerns, Boundaries, and AgencyRongjun Ma, Shijing He, Jose Luis Martin-Navarro, Xiao Zhan 等CHI 2026 · 被引用 5 次
- Does My Chatbot Have an Agenda? Understanding Human and AI Agency in Human-Human-like Chatbot InteractionBhada Yun, Evgenia Taranova, April Yi WangCHI 2026 · 被引用 3 次
- Streaming, Fast and Slow: Cognitive Load-Aware Streaming for Efficient LLM ServingChang Xiao, Zixiaofan YangUIST 2025 · 被引用 2 次
它引用的顶会 Paper22
- Chatbot Arena: An Open Platform for Evaluating LLMs by Human PreferenceWei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos 等ICML 2024 · 被引用 1,212 次
- Why Johnny Can't Prompt: How Non-AI Experts Try (and Fail) to Design LLM PromptsJ. D. Zamfirescu-Pereira, Richmond Y. Wong, Bjoern Hartmann, Qian YangCHI 2023 · 被引用 892 次
- Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text DataXuhai Xu, Bingsheng Yao, Yuanzhe Dong, Saadia Gabriel 等UbiComp 2024 · 被引用 281 次
- How WEIRD is CHI?Sebastian Linxen, Christian Sturm, Florian Brühlmann, Vincent Cassau 等CHI 2021 · 被引用 254 次
- Designing a Chatbot as a Mediator for Promoting Deep Self-Disclosure to a Real Mental Health ProfessionalYi-Chieh Lee, Naomi Yamashita, Yun HuangCSCW 2020 · 被引用 190 次
相关 Paper
- CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language ModelsJuhye Ha, Hyeon Jeon, DaEun Han, Jinwook Seo 等CHI 2024 · 被引用 66 次
- The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health SupportInhwa Song, Sachin R. Pendse, Neha Kumar, Munmun De ChoudhuryCSCW 2025 · 被引用 41 次
- From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support ConversationsShenghan Wu, Yimo Zhu, Wynne Hsu, Mong-Li Lee 等EMNLP 2025 · 被引用 1 次
- Digital Companionship: Overlapping Uses of AI Companions and AI AssistantsAikaterina Manoli, Janet V. T. Pauketat, Ali Ladak, Hayoun Noh 等CHI 2026 · 被引用 7 次
- ChatAnime: Towards User-Centered Emotional Support in LLM-based Virtual Character ChatLanlan Qiu, Sophia Xiao Pu, Yeqi Feng, Wenchang Gao 等ACL 2026
