3 papers
cs.CL2025
Efficient Annotator Reliability Assessment with EffiARA
Owen Cook, Jake Vasilakes, Ian Roberts +1
Data annotation is an essential component of the machine learning pipeline; it is also a costly and time-consuming process. With the introduction of transformer-based models, annot…
cs.LG2024
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
Ye Jiang, Taihang Wang, Xiaoman Xu +3
The nascent topic of fake news requires automatic detection methods to quickly learn from limited annotated samples. Therefore, the capacity to rapidly acquire proficiency in a new…
cs.CL2024
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence
Anthony Hughes, Xingyi Song
Evidence-based medicine is the practice of making medical decisions that adhere to the latest, and best known evidence at that time. Currently, the best evidence is often found in…