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Large Language Models (LLMs) are increasingly used not only for instrumental tasks, but as always-available and non-judgmental confidants for emotional support. Yet what drives adoption and how users perceive emotional support interactions…

Computation and Language · Computer Science 2026-05-19 Natalia Amat-Lefort , Mert Yazan , Amanda Cercas Curry , Flor Miriam Plaza-del-Arco

Large Language Models (LLMs) are becoming increasingly capable across global languages. However, the ability to communicate across languages does not necessarily translate to appropriate cultural representations. A key concern is US-centric…

Computation and Language · Computer Science 2025-09-03 Jonathan Rystrøm , Hannah Rose Kirk , Scott Hale

With language models becoming increasingly ubiquitous, it has become essential to address their inequitable treatment of diverse demographic groups and factors. Most research on evaluating and mitigating fairness harms has been concentrated…

Computation and Language · Computer Science 2023-03-01 Krithika Ramesh , Sunayana Sitaram , Monojit Choudhury

This study explores computational approaches for measuring moral foundations (MFs) in non-English corpora. Since most resources are developed primarily for English, cross-linguistic applications of moral foundation theory remain limited.…

Computation and Language · Computer Science 2025-07-23 Calvin Yixiang Cheng , Scott A Hale

This survey examines multilingual vision-language models that process text and images across languages. We review 33 models and 23 benchmarks, spanning encoder-only and generative architectures, and identify a key tension between language…

Computation and Language · Computer Science 2026-05-14 Andrei-Alexandru Manea , Jindřich Libovický

Metaphors play a critical role in shaping user experiences with Voice User Interfaces (VUIs), yet existing designs often rely on static, human-centric metaphors that fail to adapt to diverse contexts and user needs. This paper introduces…

Human-Computer Interaction · Computer Science 2025-10-24 Smit Desai , Jessie Chin , Dakuo Wang , Benjamin Cowan , Michael Twidale

Perceptions of system competence and communicative ability, termed partner models, play a significant role in speech interface interaction. Yet we do not know what the core dimensions of this concept are. Taking a psycholexical approach,…

Human-Computer Interaction · Computer Science 2021-04-19 Philip R Doyle , Leigh Clark , Benjamin R Cowan

Do speakers of different languages talk differently about what they see? Behavioural and cognitive studies report cultural effects on perception; however, these are mostly limited in scope and hard to replicate. In this work, we conduct the…

Computation and Language · Computer Science 2024-10-15 Uri Berger , Edoardo M. Ponti

Large Language Models (LLMs) have gained widespread global adoption, showcasing advanced linguistic capabilities across multiple of languages. There is a growing interest in academia to use these models to simulate and study human…

Computation and Language · Computer Science 2024-08-06 Shiran Dudy , Ibrahim Said Ahmad , Ryoko Kitajima , Agata Lapedriza

The proliferation of voice agents in consumer devices requires new tools for evaluating these systems beyond their technical functionality. This paper presents a toolkit for the evaluation of Voice User Interfaces (VUIs) with the intention…

Human-Computer Interaction · Computer Science 2021-12-22 Stacey Li , Sven Krome , Ilan Mandel , Marcel Walch , Wendy Ju

Advances in voice technology and voice user interfaces (VUIs) -- such as Alexa, Siri, and Google Home -- have opened up the potential for many new types of interaction. However, despite the potential of these devices reflected by the…

Human-Computer Interaction · Computer Science 2023-06-12 Tao Long , Lydia B. Chilton

This pilot study explores the localisation capabilities of state-of-the-art multilingual AI models when translating figurative language, such as idioms and puns, from English into a diverse range of global languages. It expands on existing…

Computation and Language · Computer Science 2025-10-08 Madison Van Doren , Cory Holland

To create culturally inclusive vision-language models (VLMs), developing a benchmark that tests their ability to address culturally relevant questions is essential. Existing approaches typically rely on human annotators, making the process…

Computation and Language · Computer Science 2025-06-02 ChaeHun Park , Yujin Baek , Jaeseok Kim , Yu-Jung Heo , Du-Seong Chang , Jaegul Choo

The cultural landscape of interactions with dialogue agents is a compelling yet relatively unexplored territory. It's clear that various sociocultural aspects -- from communication styles and beliefs to shared metaphors and knowledge --…

Computation and Language · Computer Science 2024-02-05 Yong Cao , Min Chen , Daniel Hershcovich

The growing capabilities of large language models and multimodal systems have spurred interest in voice-first AI assistants, yet existing benchmarks are inadequate for evaluating the full range of these systems' capabilities. We introduce…

Computation and Language · Computer Science 2025-09-29 Ke Wang , Houxing Ren , Zimu Lu , Mingjie Zhan , Hongsheng Li

Large language models (LLMs) provide detailed and impressive responses to queries in English. However, are they really consistent at responding to the same query in other languages? The popular way of evaluating for multilingual performance…

Computation and Language · Computer Science 2025-05-29 Ashim Gupta , Maitrey Mehta , Zhichao Xu , Vivek Srikumar

Large language models (LLMs) enable conversational agents (CAs) to express distinctive personalities, raising new questions about how such designs shape user perceptions. This study investigates how personality expression levels and…

Human-Computer Interaction · Computer Science 2026-04-30 Hasibur Rahman , Smit Desai

Computer voice is experiencing a renaissance through the growing popularity of voice-based interfaces, agents, and environments. Yet, how to measure the user experience (UX) of voice-based systems remains an open and urgent question,…

Human-Computer Interaction · Computer Science 2021-03-15 Katie Seaborn , Jacqueline Urakami

This paper introduces a methodological framework for empirically testing AI alignment strategies through structured multi-model dialogue. Drawing on Peace Studies traditions - particularly interest-based negotiation, conflict…

Artificial Intelligence · Computer Science 2026-01-29 Gray Cox

The rapid adoption of Vision Language Models (VLMs), pre-trained on large image-text and video-text datasets, calls for protecting and informing users about when to trust these systems. This survey reviews studies on trust dynamics in…

Computer Vision and Pattern Recognition · Computer Science 2025-05-09 Agnese Chiatti , Sara Bernardini , Lara Shibelski Godoy Piccolo , Viola Schiaffonati , Matteo Matteucci