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SotA/Natural Language Processing/Constituency Parsing/PTB Diagnostic ECG Database

Constituency Parsing on PTB Diagnostic ECG Database

Metric: Max F1 (WSJ) (higher is better)

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#Model↕Max F1 (WSJ)▼Extra DataPaperDate↕Code
1Ensemble (Generative MBR)71.9NoEnsemble Distillation for Unsupervised Constitue...2023-10-03Code
2Parse-Focused (NT=4500)70.3NoStructural Optimization Ambiguity and Simplicity...2024-07-23Code
3Parse-Focused (NT=30)68.4NoStructural Optimization Ambiguity and Simplicity...2024-07-23Code
4inside-outside co-training + weak supervision66.8YesCo-training an Unsupervised Constituency Parser ...2021-10-05Code
5Hashing (Parserker 2)64.1NoOn Eliciting Syntax from Language Models via Has...2024-10-05Code
6S-DIORA63.96No---
7TN-PCFG (p=500)61.4NoPCFGs Can Do Better: Inducing Probabilistic Cont...2021-04-28Code
8Compound PCFG60.1NoCompound Probabilistic Context-Free Grammars for...2019-06-24Code
9DIORA (+PP)56.2No--Code
10Neural PCFG52.6NoCompound Probabilistic Context-Free Grammars for...2019-06-24Code
11URNNG52.4NoUnsupervised Recurrent Neural Network Grammars2019-04-07Code
12ON-LSTM (tuned)50NoOrdered Neurons: Integrating Tree Structures int...2018-10-22Code
13DIORA49.6No--Code
14ON-LSTM49.4NoOrdered Neurons: Integrating Tree Structures int...2018-10-22Code
15PRPN (tuned)47.9NoNeural Language Modeling by Jointly Learning Syn...2017-11-02Code
16PRPN38.1NoNeural Language Modeling by Jointly Learning Syn...2017-11-02Code