Papers by Yuankai Guo
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance (2025.coling-industry)
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| Challenge: | Relevance module is responsible for selecting relevant products based on user queries. |
| Approach: | They propose Query-aware Language Image Fusion Embedding to address these challenges . they propose query-based multimodal fusion to integrate image and title based on product types . |
| Outcome: | The proposed model outperforms baselines in e-commerce searches . it incorporates image and title based on product types and improves performance . |