CTB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Constituent Parsing | CTB (test) | F1 Score93.59 | 45 | |
| Constituency parsing | CTB 5.1 (test) | F1 Score93.59 | 25 | |
| Constituency Parsing | CTB 5.0 (test) | F1 Score92.66 | 19 | |
| Language Modeling | CTB (test) | Perplexity (Test)148.5 | 16 | |
| Joint Chinese Word Segmentation and Part-of-Speech Tagging | CTB6 (test) | CWS Accuracy98.05 | 14 | |
| Part-of-Speech Tagging | CTB5 | Precision97.1 | 13 | |
| Parsing | CTB 5.1 (test) | F1 Score86.9 | 13 | |
| Chinese Word Segmentation | CTB 6.0 (test) | F1 Score97.56 | 12 | |
| Part-of-Speech tagging | CTB 6.0 (test) | F1 Score95.24 | 11 | |
| Dependency Parsing | CTB | UAS92.78 | 11 | |
| Part-of-Speech Tagging | CTB6 | F1 Score96.57 | 11 | |
| Parsing | CTB 5.1 | F1 Score86.6 | 11 | |
| Grammar Induction | CTB Chinese (test) | F1 Score88.6 | 9 | |
| Unsupervised Constituency Parsing | CTB word-level gold trees (test) | F1 Score49.95 | 7 | |
| Part-of-Speech Tagging | CTB 9 | Precision93.49 | 6 | |
| Dependency Tree Compatibility | CTB (test) | All64.74 | 5 | |
| Chinese Word Segmentation | CTB Seg 5 | F1 Score98.48 | 3 | |
| Constituency Parsing | CTB7 (test) | Precision91.73 | 3 | |
| Unsupervised Constituency Parsing | CTB word-piece level gold trees (test) | F1 Score63.94 | 2 | |
| POS Tagging | CTB POS 5 | F1 Score96.2 | 2 | |
| Dependency Parsing | CTB 7 (test) | LAS74.71 | 1 | |
| Dependency Parsing | CTB 7 (dev) | LAS77.07 | 1 |
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