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The emergent capabilities of large language models (LLMs) have prompted interest in using them as surrogates for human subjects in opinion surveys. However, prior evaluations of LLM-based opinion simulation have relied heavily on costly,…

Computers and Society · Computer Science 2025-11-17 Terrence Neumann , Maria De-Arteaga , Sina Fazelpour

Since real-world legal experiments are often costly or infeasible, simulating legal societies with Artificial Intelligence (AI) systems provides an effective alternative for verifying and developing legal theory, as well as supporting legal…

Artificial Intelligence · Computer Science 2025-10-29 Yiding Wang , Yuxuan Chen , Fanxu Meng , Xifan Chen , Xiaolei Yang , Muhan Zhang

As AI systems shape individual and societal decisions, fostering critical AI literacy is essential. Traditional approaches, such as blog articles, static lessons, and social media discussions, often fail to support deep conceptual…

Human-Computer Interaction · Computer Science 2025-07-30 Yiling Zhao , Audrey Michal , Nithum Thain , Hari Subramonyam

AI for Mathematics (AI4Math) is not only intriguing intellectually but also crucial for AI-driven discovery in science, engineering, and beyond. Extensive efforts on AI4Math have mirrored techniques in NLP, in particular, training large…

Artificial Intelligence · Computer Science 2024-12-23 Kaiyu Yang , Gabriel Poesia , Jingxuan He , Wenda Li , Kristin Lauter , Swarat Chaudhuri , Dawn Song

Drawing from the resources of psychoanalysis and critical media studies, in this paper we develop an analysis of Large Language Models (LLMs) as automated subjects. We argue the intentional fictional projection of subjectivity onto LLMs can…

Computers and Society · Computer Science 2022-12-13 Liam Magee , Vanicka Arora , Luke Munn

The computational treatment of arguments on controversial issues has been subject to extensive NLP research, due to its envisioned impact on opinion formation, decision making, writing education, and the like. A critical task in any such…

Computation and Language · Computer Science 2024-03-26 Henning Wachsmuth , Gabriella Lapesa , Elena Cabrio , Anne Lauscher , Joonsuk Park , Eva Maria Vecchi , Serena Villata , Timon Ziegenbein

Students in introductory physics courses often rely on ineffective strategies, focusing on final answers rather than understanding underlying principles. Integrating scientific argumentation into problem-solving fosters critical thinking…

Physics Education · Physics 2025-08-21 Winter Allen , Anand Shanker , N. Sanjay Rebello

Mock assertions provide developers with a powerful means to validate program behaviors that are unobservable to test assertions. Despite their significance, they are rarely considered by automated test generation techniques. Effective…

Software Engineering · Computer Science 2025-03-26 Hengcheng Zhu , Valerio Terragni , Lili Wei , Shing-Chi Cheung , Jiarong Wu , Yepang Liu

In this short paper, we present work evaluating an AI agent's understanding of spoken conversations about data visualizations in an online meeting scenario. There is growing interest in the development of AI-assistants that support…

Human-Computer Interaction · Computer Science 2025-10-07 Rizul Sharma , Tianyu Jiang , Seokki Lee , Jillian Aurisano

Humans engage in informal debates on a daily basis. By expressing their opinions and ideas in an argumentative fashion, they are able to gain a deeper understanding of a given problem and in some cases, find the best possible course of…

Logic in Computer Science · Computer Science 2019-12-13 Ria Jha , Francesco Belardinelli , Francesca Toni

Conversations with LMs involve two participants: a human user leading the conversation, and an LM assistant responding to the user's request. To satisfy this specific role, LMs are post-trained to be helpful assistants -- optimized to…

Computation and Language · Computer Science 2026-03-24 Tarek Naous , Philippe Laban , Wei Xu , Jennifer Neville

Large language models (LLMs) are increasingly used as judges to evaluate agent performance, particularly in non-verifiable settings where judgments rely on agent trajectories including chain-of-thought (CoT) reasoning. This paradigm…

Artificial Intelligence · Computer Science 2026-01-23 Muhammad Khalifa , Lajanugen Logeswaran , Jaekyeom Kim , Sungryull Sohn , Yunxiang Zhang , Moontae Lee , Hao Peng , Lu Wang , Honglak Lee

Virtual assistants are becoming increasingly important speech-driven Information Retrieval platforms that assist users with various tasks. We discuss open problems and challenges with respect to modeling spoken information queries for…

Information Retrieval · Computer Science 2023-04-27 Christophe Van Gysel

As large language models (LLMs) grow in capability and autonomy, evaluating their outputs-especially in open-ended and complex tasks-has become a critical bottleneck. A new paradigm is emerging: using AI agents as the evaluators themselves.…

Artificial Intelligence · Computer Science 2025-08-06 Fangyi Yu

The economics of smaller budgets and larger case numbers necessitates the use of AI in legal proceedings. We examine the concept of disparate impact and how biases in the training data lead to the search for fairer AI. This paper seeks to…

Computers and Society · Computer Science 2020-09-14 Lauren Boswell , Arjun Prakash

This study examines the rhetorical and linguistic features of argumentative texts generated by ChatGPT on ethically nuanced topics and investigates their persuasive impact on human readers.Through a user study involving 62 participants and…

Human-Computer Interaction · Computer Science 2025-08-14 Daniel Raffini , Agnese Macori , Lorenzo Porcaro , Tiziana Catarci , Marco Angelini

The use of language-model-based question-answering systems to aid humans in completing difficult tasks is limited, in part, by the unreliability of the text these systems generate. Using hard multiple-choice reading comprehension questions…

Computation and Language · Computer Science 2022-10-21 Alicia Parrish , Harsh Trivedi , Nikita Nangia , Vishakh Padmakumar , Jason Phang , Amanpreet Singh Saimbhi , Samuel R. Bowman

This paper focuses on AI tutors in foreign language learning, a field of application of AI tutors with great development, especially during the last years, when great advances in natural language understanding and processing in real time,…

Human-Computer Interaction · Computer Science 2025-08-08 Nikolaos Avouris

This research tests the role of Large Language Models (LLMs) as formal second opinion tools in professional decision-making, particularly focusing on complex medical cases where even experienced physicians seek peer consultation. The work…

Cryptography and Security · Computer Science 2024-10-29 David Noever

In the U.S. judicial system, a widespread approach to legal interpretation entails assessing how a legal text would be understood by an `ordinary' speaker of the language. Recent scholarship has proposed that legal practitioners leverage…

Computation and Language · Computer Science 2026-05-15 Abhishek Purushothama , Junghyun Min , Brandon Waldon , Nathan Schneider
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