Papers by Mohit Tomar
From Sights to Insights: Towards Summarization of Multimodal Clinical Documents (2024.acl-long)
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| Challenge: | a recent WHO report highlights a drastic doctor-to-patient ratio . telehealth is one of the most impactful sectors where AI advances can bring a significant revolution . |
| Approach: | They propose an image-guided encoder-decoder model that uses contextual attention to create detailed visual-guides for multimodal documents. |
| Outcome: | The proposed model outperforms state-of-the-art models on multimodal question and dialogue summarization tasks. |