2 papers
cs.LG2025
Quantifying Modality Contributions via Disentangling Multimodal Representations
Padegal Amit, Omkar Mahesh Kashyap, Namitha Rayasam +2
Quantifying modality contributions in multimodal models remains a challenge, as existing approaches conflate the notion of contribution itself. Prior work relies on accuracy-based…
cs.CL2025
From Graphs to Hypergraphs: Enhancing Aspect-Based Sentiment Analysis via Multi-Level Relational Modeling
Omkar Mahesh Kashyap, Padegal Amit, Madhav Kashyap +2
Aspect-Based Sentiment Analysis (ABSA) predicts sentiment polarity for specific aspect terms, a task made difficult by conflicting sentiments across aspects and the sparse context…