Computational argumentation-based chatbots: a survey

F Castagna, N Kökciyan, I Sassoon, S Parsons… - Journal of Artificial …, 2024 - jair.org
Chatbots are conversational software applications designed to interact dialectically with
users for a plethora of different purposes. Surprisingly, these colloquial agents have only …

APE: Argument pair extraction from peer review and rebuttal via multi-task learning

L Cheng, L Bing, Q Yu, W Lu, L Si - Proceedings of the 2020 …, 2020 - aclanthology.org
Peer review and rebuttal, with rich interactions and argumentative discussions in between,
are naturally a good resource to mine arguments. However, few works study both of them …

End-to-end argument mining with cross-corpora multi-task learning

G Morio, H Ozaki, T Morishita, K Yanai - Transactions of the …, 2022 - direct.mit.edu
Mining an argument structure from text is an important step for tasks such as argument
search and summarization. While studies on argument (ation) mining have proposed …

Superlim: A Swedish language understanding evaluation benchmark

A Berdičevskis, G Bouma, R Kurtz… - Proceedings of the …, 2023 - aclanthology.org
We present Superlim, a multi-task NLP benchmark and analysis platform for evaluating
Swedish language models, a counterpart to the English-language (Super) GLUE suite. We …

Scientia potentia est—on the role of knowledge in computational argumentation

A Lauscher, H Wachsmuth, I Gurevych… - Transactions of the …, 2022 - direct.mit.edu
Despite extensive research efforts in recent years, computational argumentation (CA)
remains one of the most challenging areas of natural language processing. The reason for …

Annotation for computational argumentation analysis: Issues and perspectives

A Lindahl, L Borin - Language and Linguistics Compass, 2024 - Wiley Online Library
Abstract Argumentation has long been studied in a number of disciplines, including several
branches of linguistics. In recent years, computational processing of argumentation has …

Argument mining driven analysis of peer-reviews

M Fromm, E Faerman, M Berrendorf… - Proceedings of the …, 2021 - ojs.aaai.org
Peer reviewing is a central process in modern research and essential for ensuring high
quality and reliability of published work. At the same time, it is a time-consuming process …

Multi-task attentive residual networks for argument mining

A Galassi, M Lippi, P Torroni - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
We explore the use of residual networks and neural attention for multiple argument mining
tasks. We propose a residual architecture that exploits attention, multi-task learning, and …

DISAPERE: A dataset for discourse structure in peer review discussions

N Kennard, T O'Gorman, R Das, A Sharma… - arxiv preprint arxiv …, 2021 - arxiv.org
At the foundation of scientific evaluation is the labor-intensive process of peer review. This
critical task requires participants to consume vast amounts of highly technical text. Prior work …

Argumentext: argument classification and clustering in a generalized search scenario

J Daxenberger, B Schiller, C Stahlhut, E Kaiser… - Datenbank …, 2020 - Springer
The ArgumenText project creates argument mining technology for big and heterogeneous
data and aims to evaluate its use in real-world applications. The technology mines and …