Papers by Park Seong Woo
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding (2025.emnlp-main)
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| Challenge: | Existing methods for encoding table structures are limited to single-table settings . end users are increasingly turning to LLMs with natural language queries . |
| Approach: | They propose a method that converts relational schemas into LLM-friendly textual representations. |
| Outcome: | The proposed method improves table-column retrieval performance across multiple tables while reducing memory and computational overhead. |