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 …

Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning

Y He, J Bao, Y Sun, B Liang, M Yang… - Findings of the …, 2024 - aclanthology.org
Abstract Argumentative Essay Generation (AEG) is a challenging task in computational
argumentation, where detailed logical reasoning and effective rhetorical skills are essential …

PITA: Prompting Task Interaction for Argumentation Mining

Y Sun, M Wang, J Bao, B Liang, X Zhao… - Proceedings of the …, 2024 - aclanthology.org
Abstract Argumentation mining (AM) aims to detect the arguments and their inherent
relations from argumentative textual compositions. Generally, AM comprises three key …

[HTML][HTML] A Comparison-Based Framework for Argument Quality Assessment

J Bao, B Jin, Y Sun, Y Zhang, Y He, R Xu - Electronics, 2024 - mdpi.com
Assessing the quality of arguments is both valuable and challenging. Humans often find that
making pairwise comparisons between a target argument and several reference arguments …

Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining

Y Sun, G Chen, C Yang, J Bao, B Liang… - Findings of the …, 2024 - aclanthology.org
End-to-end argumentation mining (AM) aims to extract the argumentation structure including
argumentation components and their argumentation relations from text. Recent …

Joint Embedding Learning and Latent Subspace Probing for Cross-Domain Few-Shot Keyword Spotting

M Ozay - ICASSP 2024-2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Probing classifiers (PCs) have been employed as one of the notable approaches for
exploring properties of deep neural network (DNN) models in various tasks such as natural …

Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information

Y Luo, Z Yang, F Meng, Y Li, J Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Argument structure extraction (ASE) aims to identify the discourse structure of arguments
within documents. Previous research has demonstrated that contextual information is crucial …

Enhancing Argumentative Relation Classification by Multi-Granularity Retrieval and Heterogeneous Graph Reasoning

C Yang, J Bao, B Liang, RF Xu - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Argumentative relation classification (ARC) aims to identify the relation between arguments.
Previous methods that employ structured knowledge graphs to tackle the ARC task have …