PluRule is a new multimodal multilingual benchmark showing that state-of-the-art vision-language models perform only marginally better than a trivial baseline at detecting specific rule violations in pluralistic online communities.
Stance Detection: A Survey
2 Pith papers cite this work, alongside 290 external citations. Polarity classification is still indexing.
fields
cs.CL 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
The authors release BioStance, a dataset of 39,600 context-preserving Reddit post-comment pairs annotated for favor, against, or none stance on six bioethical controversy targets, with Krippendorff's alpha of 0.82.
citing papers explorer
-
PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media
PluRule is a new multimodal multilingual benchmark showing that state-of-the-art vision-language models perform only marginally better than a trivial baseline at detecting specific rule violations in pluralistic online communities.
-
A Context-Aware Dataset for Stance Detection in Bioethical Controversies on Reddit
The authors release BioStance, a dataset of 39,600 context-preserving Reddit post-comment pairs annotated for favor, against, or none stance on six bioethical controversy targets, with Krippendorff's alpha of 0.82.