Argument Quality Assessment in the Age of Instruction-Following Large Language Models

H Wachsmuth, G Lapesa, E Cabrio, A Lauscher… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning

M Weinzierl, S Harabagiu - Proceedings of the 18th Conference of …, 2024 - aclanthology.org
Abstract Frames of Communication (FoCs) are ubiquitous in social media discourse. They
define what counts as a problem, diagnose what is causing the problem, elicit moral …

Mining, assessing, and improving arguments in NLP and the social sciences

G Lapesa, EM Vecchi, S Villata… - Proceedings of the 2024 …, 2024 - aclanthology.org
Computational argumentation is an interdisciplinary research field, connecting Natural
Language Processing (NLP) to other disciplines such as the social sciences. The focus of …

Claim optimization in computational argumentation

G Skitalinskaya, M Spliethöver… - arXiv preprint arXiv …, 2022 - arxiv.org
An optimal delivery of arguments is key to persuasion in any debate, both for humans and
for AI systems. This requires the use of clear and fluent claims relevant to the given debate …

LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback

T Ziegenbein, G Skitalinskaya, AB Makou… - arXiv preprint arXiv …, 2024 - arxiv.org
Ensuring that online discussions are civil and productive is a major challenge for social
media platforms. Such platforms usually rely both on users and on automated detection tools …

Let's discuss! Quality Dimensions and Annotated Datasets for Computational Argument Quality Assessment

R Ivanova, T Huber, C Niklaus - Proceedings of the 2024 …, 2024 - aclanthology.org
Research in the computational assessment of Argumentation Quality has gained popularity
over the last ten years. Various quality dimensions have been explored through the creation …

Moderation in the Wild: Investigating User-Driven Moderation in Online Discussions

N Falk, EM Vecchi, I Jundi… - Proceedings of the 18th …, 2024 - aclanthology.org
Effective content moderation is imperative for fostering healthy and productive discussions in
online domains. Despite the substantial efforts of moderators, the overwhelming nature of …

The Shift from Logic to Dialectic in Argumentation Theory: Implications for Computational Argument Quality Assessment

RV Ivanova, R Gubelmann - Proceedings of the 31st International …, 2025 - aclanthology.org
In the field of computational argument quality assessment, logic and dialectic are essential
dimensions used to measure the quality of argumentative texts. Both of them have found …

[PDF][PDF] Objective Argument Summarization in Search

T Ziegenbein, S Syed, M Potthast… - … on Advances in Robust …, 2024 - library.oapen.org
Decision-making and opinion formation are influenced by arguments from various online
sources, including social media, web publishers, and, not least, the search engines used to …