Criminal methods extraction on EMR dataset
63.14Cosine SimilarityQwen2.5-7B-lora
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen2.5-7B-loraParameters=7B, Tuning=LoRA2025.12 | 63.14 | |
| BeiChuan2-7B-loraParameters=7B, Tuning=LoRA2025.12 | 61.78 | |
| Gemma2-9B-loraParameters=9B, Tuning=LoRA2025.12 | 61.22 | |
| ChatGLM-6B-loraParameters=6B, Tuning=LoRA2025.12 | 54.27 | |
| LLaMA3-8B-CH-loraParameters=8B, Tuning=LoRA2025.12 | 52.76 | |
| Qwen2.5-7B-instructParameters=7B, Tuning=Instruct2025.12 | 11.12 | |
| LLaMA3-8B-CH-chatParameters=8B, Tuning=Chat2025.12 | 7.33 |