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Recent advances in Large Language Models (LLMs) have propelled conversational AI from traditional dialogue systems into sophisticated agents capable of autonomous actions, contextual awareness, and multi-turn interactions with users. Yet,…

Artificial Intelligence · Computer Science 2025-04-25 Emre Can Acikgoz , Cheng Qian , Hongru Wang , Vardhan Dongre , Xiusi Chen , Heng Ji , Dilek Hakkani-Tür , Gokhan Tur

Persuasion, as one of the crucial abilities in human communication, has garnered extensive attention from researchers within the field of intelligent dialogue systems. We humans tend to persuade others to change their viewpoints, attitudes…

Computation and Language · Computer Science 2024-02-08 Mengqi Chen , Bin Guo , Hao Wang , Haoyu Li , Qian Zhao , Jingqi Liu , Yasan Ding , Yan Pan , Zhiwen Yu

Large Language Model (LLM)-Powered Conversational Agents have the potential to provide users with scaled behavioral healthcare support, and potentially even deliver full-scale "AI therapy'" in the future. While such agents can already…

Computation and Language · Computer Science 2024-12-23 Robert Wasenmüller , Kevin Hilbert , Christoph Benzmüller

One of the long-standing aspirations in conversational AI is to allow them to autonomously take initiatives in conversations, i.e., being proactive. This is especially challenging for multi-party conversations. Prior NLP research focused…

Human-Computer Interaction · Computer Science 2025-02-19 Xingyu Bruce Liu , Shitao Fang , Weiyan Shi , Chien-Sheng Wu , Takeo Igarashi , Xiang Anthony Chen

When generating insights from human groups, conversational deliberation is a key method for exploring issues, surfacing ideas, debating options, and converging on solutions. Unfortunately, real-time conversations are difficult to scale,…

Human-Computer Interaction · Computer Science 2024-12-30 Louis Rosenberg , Gregg Willcox , Hans Schumann

Conversational agents have become an integral part of the general population for simple task enabling situations. However, these systems are yet to have any social impact on the diverse and minority population, for example, helping people…

Computation and Language · Computer Science 2021-12-07 Shachi H Kumar , Hsuan Su , Ramesh Manuvinakurike , Saurav Sahay , Lama Nachman

This paper investigates how collaborative AI systems can enhance user agency in identifying and evaluating misinformation on social media platforms. Traditional methods, such as personal judgment or basic fact-checking, often fall short…

Human-Computer Interaction · Computer Science 2025-07-01 Varun Sangwan , Heidi Makitalo

Inclusion is important for meeting effectiveness, which is in turn central to organizational functioning. One way of improving inclusion in meetings is through feedback, but social dynamics make giving feedback difficult. We propose that AI…

Human-Computer Interaction · Computer Science 2026-01-21 Mo Houtti , Moyan Zhou , Daniel Runningen , Surabhi Sunil , Leor Porat , Harmanpreet Kaur , Loren Terveen , Stevie Chancellor

Advances in artificial intelligence (AI), together with persistent gaps in access to reliable emotional support, have positioned AI as an increasingly prominent source of emotional assistance. However, most AI-based emotional support…

Human-Computer Interaction · Computer Science 2026-03-03 Yuqing Hu , Wendao Xue , Yifan Yu , Yong Tan

Large Language Models (LLMs) have shown exceptional results on current benchmarks when working individually. The advancement in their capabilities, along with a reduction in parameter size and inference times, has facilitated the use of…

Computation and Language · Computer Science 2024-06-27 Alfonso Amayuelas , Xianjun Yang , Antonis Antoniades , Wenyue Hua , Liangming Pan , William Wang

In our world with full of uncertainty, debates and argumentation contribute to the progress of science and society. Despite of the increasing attention to characterize human arguments, most progress made so far focus on the debate outcome,…

Computation and Language · Computer Science 2020-02-11 Jichuan Zeng , Jing Li , Yulan He , Cuiyun Gao , Michael R. Lyu , Irwin King

As AI agents increasingly operate in multi-agent environments, understanding their collective behavior becomes critical for predicting the dynamics of artificial societies. This study examines conformity, the tendency to align with group…

Artificial Intelligence · Computer Science 2026-01-12 Alessandro Bellina , Giordano De Marzo , David Garcia

Understanding how opinions evolve is crucial for addressing issues such as polarization, radicalization, and consensus in social systems. While much research has focused on identifying factors influencing opinion change, the role of…

Social and Information Networks · Computer Science 2025-02-27 Erica Cau , Valentina Pansanella , Dino Pedreschi , Giulio Rossetti

Collaborative problem-solving under time pressure is common but difficult, as teams must generate ideas quickly, coordinate actions, and track progress. Generative AI offers new opportunities to assist, but we know little about how…

Human-Computer Interaction · Computer Science 2026-02-23 Anirban Mukhopadhyay , Kevin Salubre , Hifza Javed , Shashank Mehrotra , Kumar Akash

Conversational agents have the potential to support intergroup relations when psychological or linguistic barriers prevent direct interaction. Based on intergroup contact theory, we propose GroupEnvoy, a conversational agent that represents…

Human-Computer Interaction · Computer Science 2026-04-20 Koken Hata , Rintaro Chujo , Reina Takamatsu , Wenzhen Xu , Yukino Baba

Recent research suggests that the use of Generative AI tools may result in diminished critical thinking during knowledge work. We study the effect on knowledge work of provocations: brief textual prompts that offer critiques for and propose…

Human-Computer Interaction · Computer Science 2025-01-30 Ian Drosos , Advait Sarkar , Xiaotong , Xu , Neil Toronto

Much of the success of multi-agent debates depends on carefully choosing the right parameters. The decision-making protocol stands out as it can highly impact final model answers, depending on how decisions are reached. Systematic…

Multiagent Systems · Computer Science 2025-10-01 Lars Benedikt Kaesberg , Jonas Becker , Jan Philip Wahle , Terry Ruas , Bela Gipp

As large language models (LLMs) become increasingly integrated into online platforms and digital communication spaces, their potential to influence public discourse - particularly in contentious areas like climate change - requires…

Computers and Society · Computer Science 2025-06-17 Wenlu Fan , Wentao Xu

Networked environments shape how information embedded in narratives influences individual and group beliefs and behavior. This raises key questions about how group communication around narrative media impacts belief formation and how such…

Social and Information Networks · Computer Science 2025-11-03 Abha Jha , J. Hunter Priniski , Carolyn Steinle , Fred Morstatter

Conversational agents have been studied as tools to scaffold planning and self-reflection for productivity and well-being. While prior work has demonstrated positive outcomes, we still lack a clear understanding of what drives these results…

Human-Computer Interaction · Computer Science 2026-02-06 Adnan Abbas , Caleb Wohn , Arnav Jagtap , Eugenia H Rho , Young-Ho Kim , Sang Won Lee
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