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Table 5 Evaluation of CID results

From: Improving chemical disease relation extraction with rich features and weakly labeled data

Team/training corpus Using text-mined entity mentions Using gold entity mentions
Precision Recall F-score Precision Recall F-score
Co-occurrence baseline 16.43 76.45 27.05    
Avg team results 47.09 42.61 43.37
Best team results 55.67 58.44 57.03
1. Train 51.55 59.19 55.11 62.07 64.17 63.10
2. Train + dev 64.24 52.06 57.51 68.15 66.04 67.08
3. Train + dev + 1000 63.78 53.85 58.39 68.12 68.95 68.53
4. Train + dev + 5000 62.50 56.75 59.49 67.63 72.33 69.90
5. Train + dev + 10,000 64.49 56.57 60.27 69.64 71.86 70.73
6. Train + dev + 18,410 65.59 56.94 61.01 71.07 72.61 71.83