3 papers
cs.CL2026
Investigating Knowledge Transfer Across Interactive Dialogue Games
Filippo Momentè, Mir Nafis Sharear Shopnil, Andrea de Varda +5
Dialogue games represent a challenging setting where complex cognitive skills are required to accomplish tasks while coordinating with other players. Considering that language repr…
cs.AI2026
MERIT: Modular Framework for Multimodal Misinformation Detection with Web-Grounded Reasoning
Mir Nafis Sharear Shopnil, Sharad Duwal, Abhishek Tyagi +1
We present MERIT, an inference-time modular framework for multimodal misinformation detection that decomposes verification into four specialized modules: visual forensics, cross-mo…
cs.LG2025
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs
Sharad Duwal, Mir Nafis Sharear Shopnil, Abhishek Tyagi +1
Multimodal out-of-context (OOC) misinformation is misinformation that repurposes real images with unrelated or misleading captions. Detecting such misinformation is challenging bec…