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Non-Display Smart Glasses hold the potential to support everyday activities by combining continuous environmental sensing with voice-only interaction powered by large language models (LLMs). Understanding how conversational successes and…

Human-Computer Interaction · Computer Science 2026-04-03 Xiuqi Tommy Zhu , Xiaoan Liu , Casper Harteveld , Smit Desai , Eileen McGivney

As Large Language Models (LLMs) advance in their capabilities, researchers have increasingly employed them for social simulation. In this paper, we investigate whether interactions among LLM agents resemble those of humans. Specifically, we…

Computation and Language · Computer Science 2025-01-28 Naihao Deng , Rada Mihalcea

We ask whether multilingual language models trained on unbalanced, English-dominated corpora use English as an internal pivot language -- a question of key importance for understanding how language models function and the origins of…

Computation and Language · Computer Science 2024-06-12 Chris Wendler , Veniamin Veselovsky , Giovanni Monea , Robert West

Figurative language is ubiquitous in English. Yet, the vast majority of NLP research focuses on literal language. Existing text representations by design rely on compositionality, while figurative language is often non-compositional. In…

Computation and Language · Computer Science 2022-03-03 Tuhin Chakrabarty , Yejin Choi , Vered Shwartz

Increasingly complex and autonomous robots are being deployed in real-world environments with far-reaching consequences. High-stakes scenarios, such as emergency response or offshore energy platform and nuclear inspections, require robot…

Human-Computer Interaction · Computer Science 2020-03-13 Francisco J. Chiyah Garcia , José Lopes , Helen Hastie

Language technologies have a racial bias, committing greater errors for Black users than for white users. However, little work has evaluated what effect these disparate error rates have on users themselves. The present study aims to…

Human-Computer Interaction · Computer Science 2023-02-27 Kimi Wenzel , Nitya Devireddy , Cam Davidson , Geoff Kaufman

In recent times, substantial advancements have been witnessed in large language models (LLMs), exemplified by ChatGPT, showcasing remarkable proficiency across a range of complex tasks. However, many mainstream LLMs (e.g. LLaMA) are…

Computation and Language · Computer Science 2024-01-15 Jun Zhao , Zhihao Zhang , Luhui Gao , Qi Zhang , Tao Gui , Xuanjing Huang

Bilingual English speakers speak English as one of their languages. Their English is of a non-native kind, and their conversations are of a code-mixed fashion. The intelligibility of a bilingual text-to-speech (TTS) system for such…

Audio and Speech Processing · Electrical Eng. & Systems 2021-06-22 Arun Baby , Pranav Jawale , Saranya Vinnaitherthan , Sumukh Badam , Nagaraj Adiga , Sharath Adavanne

AI systems and tools today can generate human-like expressions on behalf of people. It raises the crucial question about how to sustain human agency in AI-mediated communication. We investigated this question in the context of machine…

Human-Computer Interaction · Computer Science 2025-03-12 Yimin Xiao , Cartor Hancock , Sweta Agrawal , Nikita Mehandru , Niloufar Salehi , Marine Carpuat , Ge Gao

As large language models (LLMs) advance in their linguistic capacity, understanding how they capture aspects of language competence remains a significant challenge. This study therefore employs psycholinguistic paradigms in English, which…

Computation and Language · Computer Science 2024-12-12 Xufeng Duan , Xinyu Zhou , Bei Xiao , Zhenguang G. Cai

In this paper, we explore L1-specific non-words, i.e. non-words in a target language (in this case Swedish) that are re-ranked by a different-language language model. We surmise that speakers of a certain L1 will react different to…

Computation and Language · Computer Science 2020-09-03 David Alfter

"Natural Language," whether spoken and attended to by humans, or processed and generated by computers, requires networked structures that reflect creative processes in semantic, syntactic, phonetic, linguistic, social, emotional, and…

Computation and Language · Computer Science 2016-06-29 Joseph Corneli , Miriam Corneli

Incorporating linguistic, world and common sense knowledge into AI/NLP systems is currently an important research area, with several open problems and challenges. At the same time, processing and storing this knowledge in lexical resources…

Computation and Language · Computer Science 2018-07-03 Jose Camacho-Collados , Luis Espinosa-Anke , Mohammad Taher Pilehvar

Representational spaces learned via language modeling are fundamental to Natural Language Processing (NLP), however there has been limited understanding regarding how and when during training various types of linguistic information emerge…

Computation and Language · Computer Science 2023-10-26 Max Müller-Eberstein , Rob van der Goot , Barbara Plank , Ivan Titov

Automatic pronunciation assessment (APA) seeks to quantify a second language (L2) learner's pronunciation proficiency in a target language by offering timely and fine-grained diagnostic feedback. Most existing efforts on APA have…

Audio and Speech Processing · Electrical Eng. & Systems 2025-12-05 Bi-Cheng Yan , Hsin-Wei Wang , Fu-An Chao , Tien-Hong Lo , Yung-Chang Hsu , Berlin Chen

Background: The integration of artificial intelligence (AI) into daily life, particularly through chatbots utilizing natural language processing (NLP), presents both revolutionary potential and unique challenges. This intended to…

Computation and Language · Computer Science 2024-04-16 Gian Alexandre Michaelsen , Renato P. dos Santos

Reminder systems commonly rely on fixed schedules, location triggers, or simple rules, limiting their ability to leverage the rich sensing capabilities of modern smart homes. A key challenge lies in enabling users to specify context-aware…

Human-Computer Interaction · Computer Science 2026-05-25 Reina Szeyi Chan , Sujendra Jayant Gharat , Maya Lampi , Yueran Jia , Avi K Srinivasan , Xiang Zhi Tan

Cross-lingual knowledge transfer, especially between high- and low-resource languages, remains challenging in natural language processing (NLP). This study offers insights for improving cross-lingual NLP applications through the combination…

Computation and Language · Computer Science 2025-06-13 Ivan Vykopal , Simon Ostermann , Marián Šimko

Large Language Models (LLMs) are known to process information using a proficient internal language consistently, referred to as latent language, which may differ from the input or output languages. However, how the discrepancy between the…

The term natural language refers to any system of symbolic communication (spoken, signed or written) without intentional human planning and design. This distinguishes natural languages such as Arabic and Japanese from artificially…