| Paper | Code | UAS | ModelName | ReleaseDate |
|---|---|---|---|---|
| Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing | ✓ Link | 67.3 | Ensemble (selected w/ society entropy) | 2024-12-16 |
| Unsupervised Dependency Parsing: Let's Use Supervised Parsers | 66.2 | Iterative reranking | 2015-04-18 | |
| Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction | 64.4 | Combined System | 2013-10-01 | |
| Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing | 55.7 | Tree Substitution Grammar DMV | 2010-10-01 | |
| Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction | 41.4 | Shared Logistic Normal DMV | 2009-06-01 | |
| Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency | 35.9 | DMV | 2004-07-01 |