2 papers
cs.CL2025
Towards Transparent Stance Detection: A Zero-Shot Approach Using Implicit and Explicit Interpretability
Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella
Zero-Shot Stance Detection (ZSSD) identifies the attitude of the post toward unseen targets. Existing research using contrastive, meta-learning, or data augmentation suffers from g…
cs.AI2025
ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings
Rehan Raza, Guanjin Wang, Kok Wai Wong +2
Explainable Artificial Intelligence (XAI) methods, such as Local Interpretable Model-Agnostic Explanations (LIME), have advanced the interpretability of black-box machine learning…