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Explainable AI (XAI) aims to support appropriate human-AI reliance by increasing the interpretability of complex model decisions. Despite the proliferation of proposed methods, there is mixed evidence surrounding the effects of different…

人机交互 · 计算机科学 2024-10-29 Emma Casolin , Flora D. Salim , Ben Newell

Large Language Model (LLM) agents are increasingly utilized in AI-aided education to support tutoring and learning. Effective communication strategies among LLM agents improve collaborative problem-solving efficiency and facilitate…

Powered by large language models, the conversational capabilities of AI have seen significant improvements. In this context, a series of role-playing AI chatbots have emerged, exhibiting a strong tendency toward anthropomorphism, such as…

人机交互 · 计算机科学 2024-11-27 Qiufang Yu , Xingyu Lan

Large Language Models (LLMs) have demonstrated remarkable capabilities in conversational tasks. Embodying an LLM as a virtual human allows users to engage in face-to-face social interactions in Virtual Reality. However, the influence of…

Conversational search presents opportunities to support users in their search activities to improve the effectiveness and efficiency of search while reducing their cognitive load. Limitations of the potential competency of conversational…

人机交互 · 计算机科学 2021-04-12 Abhishek Kaushik , Gareth J. F. Jones

Previous studies have highlighted the benefits of pedagogical conversational agents using socially-oriented conversation with students. In this work, we examine the effects of a conversational agent's use of affiliative and self-defeating…

人机交互 · 计算机科学 2021-08-26 Jessy Ceha , Ken Jen Lee , Elizabeth Nilsen , Joslin Goh , Edith Law

Intelligent agents have great potential as facilitators of group conversation among older adults. However, little is known about how to design agents for this purpose and user group, especially in terms of agent embodiment. To this end, we…

机器人学 · 计算机科学 2022-12-09 Katie Seaborn , Takuya Sekiguchi , Seiki Tokunaga , Norihisa P. Miyake , Mihoko Otake-Matsuura

Explainable AI (XAI) techniques aim to provide insights into predictive models and enhance user performance, yet they often fall short of these expectations. Conversational XAI assistants promise to overcome such limitations, but empirical…

机器学习 · 计算机科学 2026-05-21 Sven Kruschel , Julian Rosenberger , Lasse Bohlen , Mathias Kraus , Patrick Zschech

As artificial intelligence (AI) systems become increasingly embedded in everyday life, the ability of interactive agents to express empathy has become critical for effective human-AI interaction, particularly in emotionally sensitive…

人机交互 · 计算机科学 2025-12-24 Sung Park , Daeho Yoon , Jungmin Lee

This study investigates the development and assessment of an artificial human designed as a conversational AI chatbot, focusing on its role as a clinical psychologist. The project involved creating a specialized chatbot using the…

人机交互 · 计算机科学 2025-03-24 Birger Moell

Effective problem solving among multiple agents requires a better understanding of the role of communication in collaboration. In this paper we show that there are communicative strategies that greatly improve the performance of…

cmp-lg · 计算机科学 2008-02-03 Marilyn A. Walker

The rise of increasingly more powerful chatbots offers a new way to collect information through conversational surveys, where a chatbot asks open-ended questions, interprets a user's free-text responses, and probes answers whenever needed.…

人机交互 · 计算机科学 2020-03-24 Ziang Xiao , Michelle X. Zhou , Q. Vera Liao , Gloria Mark , Changyan Chi , Wenxi Chen , Huahai Yang

User ratings play a significant role in spoken dialogue systems. Typically, such ratings tend to be averaged across all users and then utilized as feedback to improve the system or personalize its behavior. While this method can be useful…

计算与语言 · 计算机科学 2022-06-02 Alexandros Papangelis , Nicole Chartier , Pankaj Rajan , Julia Hirschberg , Dilek Hakkani-Tur

Each day, individuals set behavioral goals such as eating healthier, exercising regularly, or increasing productivity. While psychological frameworks (i.e., goal setting and implementation intentions) can be helpful, they often need…

We present an intelligent virtual interviewer that engages with a user in a text-based conversation and automatically infers the user's psychological traits, such as personality. We investigate how the personality of a virtual interviewer…

人工智能 · 计算机科学 2018-11-05 Jingyi Li , Michelle X. Zhou , Huahai Yang , Gloria Mark

Task-oriented conversational systems are essential for efficiently addressing diverse user needs, yet their development requires substantial amounts of high-quality conversational data that is challenging and costly to obtain. While large…

信息检索 · 计算机科学 2025-11-06 Zhefan Wang , Ning Geng , Zhiqiang Guo , Weizhi Ma , Min Zhang

This study investigates the use of Artificial Intelligence (AI)-powered, multi-role chatbots as a means to enhance learning experiences and foster engagement in computer science education. Leveraging a design-based research approach, we…

人工智能 · 计算机科学 2023-08-09 Cassie Chen Cao , Zijian Ding , Jionghao Lin , Frank Hopfgartner

The social acceptance of AI agents, including intelligent virtual agents and physical robots, is becoming more important for the integration of AI into human society. Although the agents used in human society share various tasks with…

人机交互 · 计算机科学 2025-04-22 Takahiro Tsumura , Seiji Yamada

Humans quite frequently interact with conversational agents. The rapid advancement in generative language modeling through neural networks has helped advance the creation of intelligent conversational agents. Researchers typically evaluate…

计算与语言 · 计算机科学 2020-02-27 Sashank Santhanam , Alireza Karduni , Samira Shaikh

Artificial Intelligence (AI) chatbots are increasingly used for emotional, creative, and social support, leading to sustained and routine user interaction with these systems. As these applications evolve through frequent version updates,…

人机交互 · 计算机科学 2026-04-10 Sirajam Munira , Lydia Manikonda