From Baby Steps to Leapfrog: How “Less is More” in unsupervised dependency parsing

by Valentin I. Spitkovsky , Hiyan Alshawi , Daniel Jurafsky
Venue:IN NAACL-HLT
Citations:25 - 6 self

Active Bibliography

5 Baby Steps: How “Less is More” in unsupervised dependency parsing – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky - 2009
27 Novel Estimation Methods for Unsupervised Discovery of Latent Structure in Natural Language Text – Noah Ashton Smith - 2006
16 Viterbi Training Improves Unsupervised Dependency Parsing – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky, Christopher D. Manning
8 Profiting from Mark-Up: Hyper-Text Annotations for Guided Parsing – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
3 Three Dependency-and-Boundary Models for Grammar Induction – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Flexible shaping: How . . . – Kai A. Krueger, Peter Dayan
3 Lateen EM: Unsupervised training with multiple objectives, applied to dependency grammar induction – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky - 2011
1 Advances in Discriminative Dependency Parsing – Terry Koo, Michael Collins, Terry Koo - 2010
2 Semi-supervised Training of a Statistical Parser from Unlabeled Partially-bracketed Data – Rebecca Watson, Ted Briscoe
11 Products of Random Latent Variable Grammars – Slav Petrov
Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Basic Concepts and Terminology........................................ – unknown authors
11 Discriminative Learning and Spanning Tree Algorithms for Dependency Parsing – Ryan McDonald - 2006
Structured Language Models for . . . – Ying Zhang - 2009
11 Covariance in Unsupervised Learning of Probabilistic Grammars – Shay B. Cohen, Noah A. Smith, Alex Clark, Dorota Glowacka, Colin De La Higuera, Mark Johnson, John Shawe-taylor
2 Bootstrapping Dependency Grammar Inducers from Incomplete Sentence Fragments via Austere Models – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky, Jeffrey Heinz, Colin De La Higuera, Tim Oates
Posterior Regularization for LEARNING WITH SIDE INFORMATION AND WEAK SUPERVISION – Kuzman Ganchev - 2010
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence On the Utility of Curricula in Unsupervised Learning of Probabilistic Grammars – Kewei Tu, Vasant Honavar
4 On the utility of curricula in unsupervised learning of probabilistic grammars (supplementary material – Kewei Tu, Vasant Honavar - 2011