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This paper investigates how developers conceptualize AI-powered Development Tools and how these role attributions influence technology acceptance. Through qualitative analysis of 38 interviews and a quantitative survey with 102…

Software Engineering · Computer Science 2025-04-30 Ilya Zakharov , Ekaterina Koshchenko , Agnia Sergeyuk

As people increasingly seek emotional support and companionship from AI chatbots, understanding how such interactions impact mental well-being becomes critical. We conducted a four-week randomized controlled experiment (n=981, >300k…

Engineering education faces a double disruption: traditional apprenticeship models that cultivated judgment and tacit skill are eroding, just as generative AI emerges as an informal coaching partner. This convergence rekindles long-standing…

Computers and Society · Computer Science 2026-01-08 Junaid Qadir , Muhammad Adil Attique , Saleha Shoaib , Syed Ibrahim Ghaznavi

We investigate the task of modeling open-domain, multi-turn, unstructured, multi-participant, conversational dialogue. We specifically study the effect of incorporating different elements of the conversation. Unlike previous efforts, which…

Computation and Language · Computer Science 2016-06-02 Rami Al-Rfou , Marc Pickett , Javier Snaider , Yun-hsuan Sung , Brian Strope , Ray Kurzweil

Given the growing importance of AI literacy, we decided to write this tutorial to help narrow the gap between the discourse among those who study language models -- the core technology underlying ChatGPT and similar products -- and those…

Computation and Language · Computer Science 2023-11-30 Sofia Serrano , Zander Brumbaugh , Noah A. Smith

Conversational agents have been showing lots of opportunities in healthcare by taking over a lot of tasks that used to be done by a human. One of the major functions of conversational healthcare agent is intervening users' daily behaviors.…

Human-Computer Interaction · Computer Science 2021-09-07 Youjin Hwang , Donghoon Shin , Sion Baek , Bongwon Suh , Joonhwan Lee

The lack of time-efficient and reliable evaluation methods hamper the development of conversational dialogue systems (chatbots). Evaluations requiring humans to converse with chatbots are time and cost-intensive, put high cognitive demands…

Artificial Intelligence · Computer Science 2020-10-06 Jan Deriu , Don Tuggener , Pius von Däniken , Jon Ander Campos , Alvaro Rodrigo , Thiziri Belkacem , Aitor Soroa , Eneko Agirre , Mark Cieliebak

Mental health concerns are rising globally, prompting increased reliance on technology to address the demand-supply gap in mental health services. In particular, mental health chatbots are emerging as a promising solution, but these remain…

Human-Computer Interaction · Computer Science 2026-01-23 Shreya Haran , Samiha Thatikonda , Dong Whi Yoo , Koustuv Saha

Companion chatbots offer a potential solution to the growing epidemic of loneliness, but their impact on users' psychosocial well-being remains poorly understood, raising critical ethical questions about their deployment and design. This…

Human-Computer Interaction · Computer Science 2025-08-12 Auren R. Liu , Pat Pataranutaporn , Pattie Maes

Evaluation of intelligent assistants in large-scale and online settings remains an open challenge. User behavior-based online evaluation metrics have demonstrated great effectiveness for monitoring large-scale web search and recommender…

Computation and Language · Computer Science 2021-06-02 Rui Meng , Zhen Yue , Alyssa Glass

Chatbots are one class of intelligent, conversational software agents activated by natural language input (which can be in the form of text, voice, or both). They provide conversational output in response, and if commanded, can sometimes…

Computers and Society · Computer Science 2017-04-18 Nicole M. Radziwill , Morgan C. Benton

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

Trust evaluation is an important topic in both research and applications in sociable environments. This paper presents a model for trust evaluation between agents by the combination of direct trust, indirect trust through neighbouring links…

Artificial Intelligence · Computer Science 2021-04-20 Qin Liang , Minjie Zhang , Fenghui Ren , Takayuki Ito

Artificial intelligence chatbots have achieved unprecedented adoption, with millions now using these systems for emotional support and companionship in contexts of widespread social isolation and capacity-constrained mental health services.…

In this work, we present a multi-tool evaluation of 106 deployed web-based chatbots, across domains like healthcare, education and customer service, comprising both standalone applications and embedded widgets using automated tools (Google…

Human-Computer Interaction · Computer Science 2025-06-06 Mukesh Rajmohan , Smit Desai , Sanchari Das

When medical chatbots provide advice that conflicts with users' lived care experiences, users are left to interpret, negotiate, and evaluate the legitimacy of that guidance. In India, the widespread overuse of antibiotics, antidiarrheals,…

Human-Computer Interaction · Computer Science 2026-03-24 Ananditha Raghunath , William Thies , Mohit Jain

Generative AI systems are increasingly embedded in everyday life, yet empirical understanding of how psychological risk associated with AI use emerges, is experienced, and is regulated by users remains limited. We present a large-scale…

Computation and Language · Computer Science 2026-02-11 Jianfeng Zhu , Karin G. Coifman , Ruoming Jin

Nowadays, the current neural network models of dialogue generation(chatbots) show great promise for generating answers for chatty agents. But they are short-sighted in that they predict utterances one at a time while disregarding their…

Computation and Language · Computer Science 2023-01-19 Jabri Ismail , Aboulbichr Ahmed , El ouaazizi Aziza

Conventional seq2seq chatbot models only try to find the sentences with the highest probabilities conditioned on the input sequences, without considering the sentiment of the output sentences. Some research works trying to modify the…

Computation and Language · Computer Science 2018-04-10 Chih-Wei Lee , Yau-Shian Wang , Tsung-Yuan Hsu , Kuan-Yu Chen , Hung-Yi Lee , Lin-shan Lee

Software development is a complex endeavor that depends on a wide variety of contextual factors involving a large amount of distributed information. This knowledge could include: technology-related tasks, software operating environments and…

Software Engineering · Computer Science 2020-06-04 Glaucia Melo , Edith Law , Paulo Alencar , Don Cowan