Papers with layout-aware IE
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs (2025.findings-emnlp)
Copied to clipboard
| Challenge: | a new open-source layout-aware IE test suite is available for download at https://github.com/gayecolakoglu/layIE-LLM. |
| Approach: | They propose an open-source layout-aware IE test suite that provides a layout-based IE pipeline. |
| Outcome: | The proposed method achieves 13.3–37.5 F1 points more than a baseline configuration using the same LLM. |