The human side of human-chatbot interaction: A systematic literature review of ten years of research on text-based chatbots

A Rapp, L Curti, A Boldi - International Journal of Human-Computer Studies, 2021 - Elsevier
Over the last ten years there has been a growing interest around text-based chatbots,
software applications interacting with humans using natural written language. However …

UX research on conversational human-AI interaction: A literature review of the ACM digital library

Q Zheng, Y Tang, Y Liu, W Liu, Y Huang - Proceedings of the 2022 CHI …, 2022 - dl.acm.org
Early conversational agents (CAs) focused on dyadic human-AI interaction between humans
and the CAs, followed by the increasing popularity of polyadic human-AI interaction, in …

Why Johnny can't prompt: how non-AI experts try (and fail) to design LLM prompts

JD Zamfirescu-Pereira, RY Wong, B Hartmann… - Proceedings of the …, 2023 - dl.acm.org
Pre-trained large language models (“LLMs”) like GPT-3 can engage in fluent, multi-turn
instruction-taking out-of-the-box, making them attractive materials for designing natural …

Human-ai collaboration via conditional delegation: A case study of content moderation

V Lai, S Carton, R Bhatnagar, QV Liao… - Proceedings of the …, 2022 - dl.acm.org
Despite impressive performance in many benchmark datasets, AI models can still make
mistakes, especially among out-of-distribution examples. It remains an open question how …

Re-examining whether, why, and how human-AI interaction is uniquely difficult to design

Q Yang, A Steinfeld, C Rosé… - Proceedings of the 2020 …, 2020 - dl.acm.org
Artificial Intelligence (AI) plays an increasingly important role in improving HCI and user
experience. Yet many challenges persist in designing and innovating valuable human-AI …

Chatbots, humbots, and the quest for artificial general intelligence

J Grudin, R Jacques - Proceedings of the 2019 CHI conference on …, 2019 - dl.acm.org
What began as a quest for artificial general intelligence branched into several pursuits,
including intelligent assistants developed by tech companies and task-oriented chatbots that …

Will you accept an imperfect ai? exploring designs for adjusting end-user expectations of ai systems

R Kocielnik, S Amershi, PN Bennett - … of the 2019 CHI Conference on …, 2019 - dl.acm.org
AI technologies have been incorporated into many end-user applications. However,
expectations of the capabilities of such systems vary among people. Furthermore, bloated …

“Brilliant AI doctor” in rural clinics: challenges in AI-powered clinical decision support system deployment

D Wang, L Wang, Z Zhang, D Wang, H Zhu… - Proceedings of the …, 2021 - dl.acm.org
Artificial intelligence (AI) technology has been increasingly used in the implementation of
advanced Clinical Decision Support Systems (CDSS). Research demonstrated the potential …

Conceptual metaphors impact perceptions of human-ai collaboration

P Khadpe, R Krishna, L Fei-Fei, JT Hancock… - Proceedings of the …, 2020 - dl.acm.org
With the emergence of conversational artificial intelligence (AI) agents, it is important to
understand the mechanisms that influence users' experiences of these agents. In this paper …

Reflection companion: a conversational system for engaging users in reflection on physical activity

R Kocielnik, L **ao, D Avrahami, G Hsieh - Proceedings of the ACM on …, 2018 - dl.acm.org
Mobile, wearable and other connected devices allow people to collect and explore large
amounts of data about their own activities, behavior, and well-being. Yet, learning from-, and …