Table 5 Results of ablation studies.
From: Argument centric causal intervention for cross document event coreference resolution
| Â | MUC F1 | B\(^3\) F1 | CEAFe F1 | LEA F1 | CoNLL F1 |
|---|---|---|---|---|---|
ECB+ | |||||
 ACCI | 91.8 | 86.9 | 86.6 | 81.0 | 88.4 |
 w/o TBM | 91.6 (0.2\(\downarrow\)) | 86.3 (0.6\(\downarrow\)) | 85.8 (0.6\(\downarrow\)) | 80.2 (0.8\(\downarrow\)) | 87.9 (0.5\(\downarrow\)) |
 w/o CAE | 90.9 (0.9\(\downarrow\)) | 86.5 (0.4\(\downarrow\)) | 85.7 (0.7\(\downarrow\)) | 80.0 (1.0\(\downarrow\)) | 87.7 (0.7\(\downarrow\)) |
 w/o TBM+CAE | 91.3 (0.5\(\downarrow\)) | 85.3 (1.6\(\downarrow\)) | 85.0 (1.4\(\downarrow\)) | 79.3 (1.7\(\downarrow\)) | 87.2 (1.2\(\downarrow\)) |
GVC | |||||
 ACCI | 91.0 | 79.4 | 66.6 | 73.7 | 79.0 |
 w/o TBM | 90.8 (0.2\(\downarrow\)) | 78.9 (0.5\(\downarrow\)) | 66.0 (0.6\(\downarrow\)) | 73.2 (0.5\(\downarrow\)) | 78.6 (0.4\(\downarrow\)) |
 w/o CAE | 90.4 (0.6\(\downarrow\)) | 79.2 (0.2\(\downarrow\)) | 65.2 (1.4\(\downarrow\)) | 72.8 (0.9\(\downarrow\)) | 78.3 (0.7\(\downarrow\)) |
 w/o TBM+CAE | 90.4 (0.6\(\downarrow\)) | 77.4 (2.0\(\downarrow\)) | 64.2 (2.4\(\downarrow\)) | 71.5 (2.2\(\downarrow\)) | 77.6 (1.4\(\downarrow\)) |
