Semantic Role Labeling on CPB Zh 1.0 (test)
89.37F1 ScoreQwen2.5-7B (Fine-tune)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5-7B (Fine-tune)predicate_setting=With pre-identified predicates, tuning=Fine-tune2025.06 | 89.37 | 90.6 | 88.18 | |
| Li et al. (2020) + BERTpredicate_setting=With pre-identified predicates2025.06 | 88.38 | 89.07 | 87.71 | |
| Qwen2.5-7B (Fine-tune)predicate_setting=Without pre-identified predicates, tuning=Fine-tune2025.06 | 88.31 | 89.24 | 87.4 | |
| Li et al. (2020)predicate_setting=With pre-identified predicates2025.06 | 86.02 | 88.35 | 83.82 | |
| Xia et al. (2019) + BERTpredicate_setting=Without pre-identified predicates2025.06 | 85.57 | — | — | |
| Li et al. (2020) + BERTpredicate_setting=Without pre-identified predicates2025.06 | 85.39 | 85.9 | 84.9 | |
| Xia et al. (2019)predicate_setting=With pre-identified predicates2025.06 | 83.91 | 84.49 | 83.34 | |
| Xia et al. (2019)predicate_setting=Without pre-identified predicates2025.06 | 81.73 | — | — | |
| Li et al. (2020)predicate_setting=Without pre-identified predicates2025.06 | 81.5 | 83.51 | 79.59 | |
| Qwen2.5-7B (Frozen)predicate_setting=With pre-identified predicates, tuning=Frozen2025.06 | 8.93 | 9.45 | 8.46 | |
| Qwen2.5-7B (Frozen)predicate_setting=Without pre-identified predicates, tuning=Frozen2025.06 | 3.39 | 3.22 | 3.59 |