ON-LSTM

Reported on 4 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing4 results

Constituency ParsingonPTB Diagnostic ECG Database
Max F1 (WSJ10)· 2018-10-22
66.8
best: 71.8 (S-DIORA)
SOTA
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks arXiv:1810.09536
Constituency ParsingonPTB Diagnostic ECG Database
Mean F1 (WSJ10)· 2018-10-22
65.1
best: 74.2 (inside-outside co-training + weak supervision)
SOTA
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks arXiv:1810.09536
Constituency ParsingonPTB Diagnostic ECG Database
Max F1 (WSJ)· 2018-10-22
49.4
best: 71.9 (Ensemble (Generative MBR))
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks arXiv:1810.09536
Constituency ParsingonPTB Diagnostic ECG Database
Mean F1 (WSJ)· 2018-10-22
47.7
best: 70.4 (Ensemble (Generative MBR))
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks arXiv:1810.09536