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Millions of users form emotional attachments to AI companions like Character AI, Replika, and ChatGPT. When these relationships end through model updates, safety interventions, or platform shutdowns, users receive no closure, reporting…

Human-Computer Interaction · Computer Science 2026-02-11 Rachel Poonsiriwong , Chayapatr Archiwaranguprok , Pat Pataranutaporn

Cyber and cyber-physical systems equipped with machine learning algorithms such as autonomous cars share environments with humans. In such a setting, it is important to align system (or agent) behaviors with the preferences of one or more…

Machine Learning · Computer Science 2022-03-22 Arezoo Rajabi , Bhaskar Ramasubramanian , Abdullah Al Maruf , Radha Poovendran

As millions of people use ChatGPT for tasks such as education, writing assistance, and health advice, concerns have grown about how personal prompts and data are stored and used. This study explores how Reddit users collectively negotiate…

Computers and Society · Computer Science 2026-03-10 S M Mehedi Zaman , Saubhagya Joshi , Yiyi Wu

Persona can function as the prior knowledge for maintaining the consistency of dialogue systems. Most of previous studies adopted the self persona in dialogue whose response was about to be selected from a set of candidates or directly…

Computation and Language · Computer Science 2021-05-24 Jia-Chen Gu , Hui Liu , Zhen-Hua Ling , Quan Liu , Zhigang Chen , Xiaodan Zhu

Recent advances in large language models (LLMs) have enabled increasingly capable chatbots. However, most existing systems focus on single-user settings and do not generalize well to multi-user group chat interactions, where agents require…

Computation and Language · Computer Science 2026-04-10 Zhuokang Shen , Yifan Wang , Hanyu Chen , Yunhang Shen , Wenxuan Huang , Gaoqi He , Jiao Xie , Rongrong Ji , Shaohui Lin

Generating realistic talking faces is an interesting and long-standing topic in the field of computer vision. Although significant progress has been made, it is still challenging to generate high-quality dynamic faces with personalized…

Computer Vision and Pattern Recognition · Computer Science 2023-12-06 Bo Ding , Zhenfeng Fan , Shuang Yang , Shihong Xia

The use of large language model (LLM)-based AI chatbots among college students has increased rapidly, yet little is known about how individual psychological attributes shape students' interaction patterns with these technologies. This…

Computers and Society · Computer Science 2026-01-09 Ziqi Lin , Taiyu Hou

Personalized dialogue agents (DAs) powered by large pre-trained language models (PLMs) often rely on explicit persona descriptions to maintain personality consistency. However, such descriptions may not always be available or may pose…

Computation and Language · Computer Science 2023-06-16 Xu Han , Bin Guo , Yoon Jung , Benjamin Yao , Yu Zhang , Xiaohu Liu , Chenlei Guo

Generative AI tools such as chatGPT are poised to change the way people engage with online information. Recently, Microsoft announced their "new Bing" search system which incorporates chat and generative AI technology from OpenAI. Google…

Human-Computer Interaction · Computer Science 2023-07-11 Robert Capra , Jaime Arguello

Endowing a chatbot with personality or an identity is quite challenging but critical to deliver more realistic and natural conversations. In this paper, we address the issue of generating responses that are coherent to a pre-specified agent…

Computation and Language · Computer Science 2017-06-22 Qiao Qian , Minlie Huang , Haizhou Zhao , Jingfang Xu , Xiaoyan Zhu

Long-term memory is increasingly important for personalized AI agents, yet existing benchmarks and methods remain largely text-centric. Even when images are included, the user-specific information needed for later questions is typically…

Computer Vision and Pattern Recognition · Computer Science 2026-05-28 Viet Nguyen , Thao Nguyen , Vishal M. Patel , Yuheng Li

As LLMs exhibit a high degree of human-like capability, increasing attention has been paid to role-playing research areas in which responses generated by LLMs are expected to mimic human replies. This has promoted the exploration of…

Artificial Intelligence · Computer Science 2024-10-31 Le Huang , Hengzhi Lan , Zijun Sun , Chuan Shi , Ting Bai

Large language model (LLM) agents increasingly operate in settings where a single context window is far too small to capture what has happened, what was learned, and what should not be repeated. Memory -- the ability to persist, organize,…

Artificial Intelligence · Computer Science 2026-03-10 Pengfei Du

The current "notice and consent" paradigm is broken: consent dialogues are often manipulative, and users cannot realistically read or understand every privacy policy. While recent LLM-based tools empower users seeking active control, many…

Human-Computer Interaction · Computer Science 2026-04-24 Vincent Freiberger

Using chatbots to deliver recommendations is increasingly popular. The design of recommendation chatbots has primarily been taking an information-centric approach by focusing on the recommended content per se. Limited attention is on how…

Computation and Language · Computer Science 2022-11-14 Kai-Hui Liang , Weiyan Shi , Yoojung Oh , Hao-Chuan Wang , Jingwen Zhang , Zhou Yu

Endowing chatbots with a consistent personality plays a vital role for agents to deliver human-like interactions. However, existing personalized approaches commonly generate responses in light of static predefined personas depicted with…

Computation and Language · Computer Science 2022-08-24 Yifan Liu , Wei Wei , Jiayi Liu , Xianling Mao , Rui Fang , Dangyang Chen

Persistent Large Language Model (LLM) agents expose a critical governance gap in memory management. Standard Retrieval-Augmented Generation (RAG) frameworks treat memory as passive storage, lacking mechanisms to resolve contradictions,…

Artificial Intelligence · Computer Science 2026-03-20 Lingavasan Suresh Kumar , Yang Ba , Rong Pan

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.…

Human-Computer Interaction · Computer Science 2020-03-24 Ziang Xiao , Michelle X. Zhou , Q. Vera Liao , Gloria Mark , Changyan Chi , Wenxi Chen , Huahai Yang

AI models present a wide range of applications in the field of medicine. However, achieving optimal performance requires access to extensive healthcare data, which is often not readily available. Furthermore, the imperative to preserve…

The technology of Conversational AI has made significant advancements over the last eighteen months. As a consequence, conversational agents are likely to be deployed in the near future that are designed to pursue targeted influence…

Human-Computer Interaction · Computer Science 2024-12-30 Louis Rosenberg
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