Papers with cross-validation method
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models (2025.emnlp-main)
Copied to clipboard
| Challenge: | Existing studies focus on building models that can only handle predefined relations . however, their reliance on human annotation limits their practicality . |
| Approach: | They propose an open relation extraction framework that can generalize to new relations not encountered during training. |
| Outcome: | The proposed framework can generalize to new relations not encountered during training. |