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:19 - 5 self

Active Bibliography

4 Baby Steps: How “Less is More” in unsupervised dependency parsing – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky - 2009
9 Viterbi Training Improves Unsupervised Dependency Parsing – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky, Christopher D. Manning
20 Novel Estimation Methods for Unsupervised Discovery of Latent Structure in Natural Language Text – Noah Ashton Smith - 2006
8 Profiting from Mark-Up: Hyper-Text Annotations for Guided Parsing – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
2 Lateen EM: Unsupervised training with multiple objectives, applied to dependency grammar induction – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky - 2011
1 Three Dependency-and-Boundary Models for Grammar Induction – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
Flexible shaping: How . . . – Kai A. Krueger, Peter Dayan
4 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
33 Painless Unsupervised Learning with Features – Taylor Berg-kirkpatrick, Alexandre Bouchard-côté, John Denero, Dan Klein
4 Inducing Tree-Substitution Grammars – Trevor Cohn, Phil Blunsom, Dorota Glowacka
5 Products of Random Latent Variable Grammars – Slav Petrov
1 2012b. Capitalization cues improve dependency grammar induction – Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky
7 Discriminative Learning and Spanning Tree Algorithms for Dependency Parsing – Ryan McDonald - 2006
Structured Language Models for . . . – Ying Zhang - 2009
Posterior Regularization for LEARNING WITH SIDE INFORMATION AND WEAK SUPERVISION – Kuzman Ganchev - 2010
30 A Connectionist Model of Sentence Comprehension and Production. Unpublished – Douglas L. T. Rohde - 2002
11 Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance – Shay B. Cohen, Dipanjan Das, Noah A. Smith
3 Improved Fully Unsupervised Parsing with Zoomed Learning – Roi Reichart
4 Automatic Acquisition of Word Classification using Distributional Analysis of Content Words with Respect to Function Words – Andrew Roberts - 2002