inside-outside co-training + weak supervision

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Constituency ParsingonPTB Diagnostic ECG Database
Max F1 (WSJ)· uses extra data· 2021-10-05
66.8
best: 71.9 (Ensemble (Generative MBR))
SOTA
Co-training an Unsupervised Constituency Parser with Weak Supervision arXiv:2110.02283
Constituency ParsingonPTB Diagnostic ECG Database
Mean F1 (WSJ)· uses extra data· 2021-10-05
63.1
best: 70.4 (Ensemble (Generative MBR))
SOTA
Co-training an Unsupervised Constituency Parser with Weak Supervision arXiv:2110.02283
Constituency ParsingonPTB Diagnostic ECG Database
Mean F1 (WSJ10)· uses extra data· 2021-10-05
74.2
SOTA
Co-training an Unsupervised Constituency Parser with Weak Supervision arXiv:2110.02283