Ontology enrichment for effective fine-grained entity typing

S Ouyang, J Huang, P Pillai, Y Zhang… - Proceedings of the 30th …, 2024 - dl.acm.org
Fine-grained entity typing (FET) is the task of identifying specific entity types at a fine-grained
level for entity mentions based on their contextual information. Conventional methods for …

Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets

B Schiller, J Daxenberger, A Waldis… - Proceedings of the …, 2024 - aclanthology.org
Abstract Topic-Dependent Argument Mining (TDAM), that is extracting and classifying
argument components for a specific topic from large document sources, is an inherently …

Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study

M Reuver, S Verberne, A Fokkens - arXiv preprint arXiv:2404.03987, 2024 - arxiv.org
For a viewpoint-diverse news recommender, identifying whether two news articles express
the same viewpoint is essential. One way to determine" same or different" viewpoint is …

Topic-specific social science theory in stance detection: a proposal and interdisciplinary pilot study on sustainability initiatives

M Reuver, A Polimeno, A Fokkens… - Proceedings of the 4th …, 2024 - aclanthology.org
Topic-specificity is often seen as a limitation of stance detection models and datasets,
especially for analyzing political and societal debates. However, stances contain topic …

Argument Mining of Attack and Support Patterns in Dialogical Conversations with Sequential Pattern Mining

M Ruckdeschel, R Baumann, G Wiedemann - Conference on Advances in …, 2024 - Springer
Argument mining usually operates on short, decontextualized argumentative units such as
main and subordinate clauses, or full sentences as proxies for arguments. Argumentation in …

SciPara: A New Dataset for Investigating Paragraph Discourse Structure in Scientific Papers

A Kiepura, Y Gao, J Lam, N Gu… - Proceedings of the 5th …, 2024 - aclanthology.org
Good scientific writing makes use of specific sentence and paragraph structures, providing a
rich platform for discourse analysis and developing tools to enhance text readability. In this …