cross-modal interaction 1deep learning 1modality-specific refinement 1multimodal fusion 1sentiment analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
Segregate, Refine, Integrate: Decomposing Multimodal Fusion for Sentiment Analysis
Alexios Filippakopoulos, Elias Kallioras, Nikolaos Xiros +2
The paper introduces SeRIn, a multimodal fusion architecture that separates modality-specific refinement from cross‑modal integration, improving sentiment analysis performance on b…
cs.CL2026
Knowledge Knows, Verbalization Tells: Disentangling Latent Directions for Mathematical Solvability in LLMs
Nikolaos Xiros, Maria-Eleni Zoumpoulidi, Georgios Paraskevopoulos
Although LLMs have made significant progress in mathematical reasoning, determining whether a mathematical problem is solvable remains a fundamental yet challenging capability. Whi…