Time Expression Extraction on Temporal Relations Challenge 2012
90.01PrecisionLLM-synthesized GL with amendment
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLM-synthesized GL with amendmentEvaluation Protocol=Few-shot2025.04 | 90.01 | 78.19 | 83.68 | |
| No guidelineEvaluation Protocol=Few-shot2025.04 | 87.52 | 75.11 | 80.84 | |
| Human-written GLEvaluation Protocol=Few-shot2025.04 | 86.5 | 77.09 | 81.52 | |
| LLM-synthesized GLEvaluation Protocol=Few-shot2025.04 | 85.2 | 74.67 | 79.59 | |
| LLM-synthesized GL with amendmentEvaluation Protocol=Zero-shot2025.04 | 84.23 | 75 | 79.35 | |
| LLM-synthesized GLEvaluation Protocol=Zero-shot2025.04 | 83.9 | 63.85 | 72.51 | |
| No guidelineEvaluation Protocol=Zero-shot2025.04 | 74.38 | 75.6 | 74.99 | |
| Human-written GLEvaluation Protocol=Zero-shot2025.04 | 71.21 | 86.04 | 77.93 |