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Research on dialogue constructiveness assessment focuses on (i) analysing conversational factors that influence individuals to take specific actions, win debates, change their perspectives or broaden their open-mindedness and (ii)…

Computation and Language · Computer Science 2024-10-03 Lexin Zhou , Youmna Farag , Andreas Vlachos

Investigating linguistic relationships on a global scale requires analyzing diverse features such as syntax, phonology and prosody, which evolve at varying rates influenced by internal diversification, language contact, and sociolinguistic…

Computation and Language · Computer Science 2025-06-11 Tuukka Törö , Antti Suni , Juraj Šimko

Entrainment is a known adaptation mechanism that causes interaction participants to adapt or synchronize their acoustic characteristics. Understanding how interlocutors tend to adapt to each other's speaking style through entrainment…

Audio and Speech Processing · Electrical Eng. & Systems 2019-04-15 Md Nasir , Brian Baucom , Shrikanth Narayanan , Panayiotis Georgiou

Most research of online communication focuses on modes of communication that are either open (like forums, bulletin boards, Twitter, etc.) or direct (like e-mails). In this work, we study a dataset that has both types of communication…

Social and Information Networks · Computer Science 2014-08-13 Fariba Karimi , Verónica C. Ramenzoni , Petter Holme

Adaptive scaffolding enhances learning, yet the field lacks robust methods for measuring it within authentic tutoring dialogue. This gap has become more pressing with the rise of remote human tutoring and large language model-based systems.…

Computation and Language · Computer Science 2026-03-26 Conrad Borchers , Jiayi Zhang , Ashish Gurung

Customizing persuasive conversations related to the outcome of interest for specific users achieves better persuasion results. However, existing persuasive conversation systems rely on persuasive strategies and encounter challenges in…

Multimedia · Computer Science 2024-04-23 Donghuo Zeng , Roberto S. Legaspi , Yuewen Sun , Xinshuai Dong , Kazushi Ikeda , Peter Spirtes , kun Zhang

This study explores linguistic differences between human and LLM-generated dialogues, using 19.5K dialogues generated by ChatGPT-3.5 as a companion to the EmpathicDialogues dataset. The research employs Linguistic Inquiry and Word Count…

Computation and Language · Computer Science 2024-04-29 Morgan Sandler , Hyesun Choung , Arun Ross , Prabu David

Linguistic coordination is a well-established phenomenon in spoken conversations and often associated with positive social behaviors and outcomes. While there have been many attempts to measure lexical coordination or entrainment in…

Computation and Language · Computer Science 2019-04-15 Md Nasir , Sandeep Nallan Chakravarthula , Brian Baucom , David C. Atkins , Panayiotis Georgiou , Shrikanth Narayanan

Associative learning--forming links between co-occurring items--is fundamental to human cognition, reshaping internal representations in complex ways. Testing hypotheses on how representational changes occur in biological systems is…

Machine Learning · Computer Science 2025-10-27 Camila Kolling , Vy Ai Vo , Mariya Toneva

Conversation has been a primary means for the exchange of information since ancient times. Understanding patterns of information flow in conversations is a critical step in assessing and improving communication quality. In this paper, we…

Computation and Language · Computer Science 2021-09-15 Laurence A. Clarfeld , Robert Gramling , Donna M. Rizzo , Margaret J. Eppstein

Turn-taking is a fundamental mechanism in human communication that ensures smooth and coherent verbal interactions. Recent advances in Large Language Models (LLMs) have motivated their use in improving the turn-taking capabilities of Spoken…

Computation and Language · Computer Science 2024-10-22 Muhammad Umair , Vasanth Sarathy , JP de Ruiter

Conceptual operationalizations of empathy in NLP are varied, with some having specific behaviors and properties, while others are more abstract. How these variations relate to one another and capture properties of empathy observable in text…

Computation and Language · Computer Science 2025-01-28 Allison Lahnala , Charles Welch , David Jurgens , Lucie Flek

Large language models (LLMs) possess strong persuasive capabilities that outperform humans in head-to-head comparisons. Users report consulting LLMs to inform major life decisions in relationships, medical settings, and when seeking…

Human-Computer Interaction · Computer Science 2026-04-28 Nalin Poungpeth , Nicholas Clark , Tanu Mitra

Bipolar disorder, a severe chronic mental illness characterized by pathological mood swings from depression to mania, requires ongoing symptom severity tracking to both guide and measure treatments that are critical for maintaining…

Audio and Speech Processing · Electrical Eng. & Systems 2022-03-28 Zakaria Aldeneh , Mimansa Jaiswal , Michael Picheny , Melvin McInnis , Emily Mower Provost

Turn-taking in dialogue follows universal constraints but also varies significantly. This study examines how demographic (sex, age, education) and individual factors shape turn-taking using a large dataset of US English conversations…

Audio and Speech Processing · Electrical Eng. & Systems 2025-06-02 Julio Cesar Cavalcanti , Gabriel Skantze

Counseling is carried out as spoken conversation between a therapist and a client. The empathy level expressed by the therapist is considered an important index of the quality of counseling and often assessed by an observer or the client.…

Audio and Speech Processing · Electrical Eng. & Systems 2023-10-24 Dehua Tao , Tan Lee , Harold Chui , Sarah Luk

Knowing how to end and resume conversations over time is a natural part of communication, allowing for discussions to span weeks, months, or years. The duration of gaps between conversations dictates which topics are relevant and which…

Computation and Language · Computer Science 2023-10-25 Qiang Zhang , Jason Naradowsky , Yusuke Miyao

Despite the increasing use of large language models (LLMs) in everyday life among neurodivergent individuals, our knowledge of how they engage with, and perceive LLMs remains limited. In this study, we investigate how neurodivergent…

Human-Computer Interaction · Computer Science 2024-10-10 Buse Carik , Kaike Ping , Xiaohan Ding , Eugenia H. Rho

Large language models (LLMs) often solve problems using step-by-step Chain-of-Thought (CoT) reasoning, yet these intermediate steps are frequently unfaithful or hard to interpret. Inspired by the Uniform Information Density (UID) hypothesis…

Computation and Language · Computer Science 2025-10-21 Minju Gwak , Guijin Son , Jaehyung Kim

Explanations are pervasive in our lives. Mostly, they occur in dialogical form where an {\em explainer} discusses a concept or phenomenon of interest with an {\em explainee}. Leaving the explainee with a clear understanding is not…

Computation and Language · Computer Science 2024-03-04 Milad Alshomary , Felix Lange , Meisam Booshehri , Meghdut Sengupta , Philipp Cimiano , Henning Wachsmuth
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