Learning to Detect Cross-Modal Negation: An Analysis of Latent Representations and an Attention-Based Solution

Ali AbuSaleh, Leon Hammerla, Alexander Mehler

Detecting high-level semantic concepts like negation across modalities remains a challenge for current multimodal systems. We analyze this as a fundamental representation learning…