Guiding semi-supervision with constraint-driven learning (2007)

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by Ming-wei Chang , Lev Ratinov , Dan Roth
Venue:In Proc. of the Annual Meeting of the ACL
Citations:32 - 8 self

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Learning and Inference with Constraints AAAI ’08 – Ming-wei Chang, Lev Ratinov, Nicholas Rizzolo, Dan Roth
20 Novel Estimation Methods for Unsupervised Discovery of Latent Structure in Natural Language Text – Noah Ashton Smith - 2006
Large-Scale Semi-Supervised Learning for Natural Language Processing – Shane Bergsma - 2010
Improving the . . . of Discriminative Learning Methods for Markov Logic Networks – Tuyen Ngoc Huynh - 2011
Constructing Reference Sets from Unstructured, Ungrammatical Text – Matthew Michelson, Craig A. Knoblock
2 Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment – Kedar Bellare, Andrew Mccallum
8 Structured Output Learning with Indirect Supervision – Ming-wei Chang, Vivek Srikumar, Dan Goldwasser, Dan Roth - 2010
35 Generalized expectation criteria for semi-supervised learning of conditional random fields – Gideon S. Mann, Andrew Mccallum - 2008
Minimal Supervision . . . BOOTSTRAPPING GLOBAL PATTERNS FROM LOCAL KNOWLEDGE – Michael James Connor - 2011
A STUDY OF STRUCTURED OUTPUT PROBLEMS IN NATURAL LANGUAGE PROCESSING BY – Vasin Punyakanok
Constraints as Prior Knowledge Ming-Wei – Lev Ratinov, Dan Roth
1 Conditional Graphical Models for Protein Structure Prediction – Yan Liu - 2005
Unsupervised Learning on an Approximate Corpus ∗ – Jason Smith, Jason Eisner
Posterior Regularization for LEARNING WITH SIDE INFORMATION AND WEAK SUPERVISION – Kuzman Ganchev - 2010
Graphical Models for Primarily Unsupervised Sequence Labeling – Neal Parikh, Mark Dredze - 2007
28 Mining Reference Tables for Automatic Text Segmentation – Eugene Agichtein, Venkatesh Ganti - 2004
10 Semi-supervised learning for natural language – Percy Liang - 2005
Combining Labeled and Unlabeled Data with Word-Class Distribution Learning – Yanjun Qi, Koray Kavukcuoglu, Ronan Collobert, Jason Weston, Pavel P. Kuksa
6 LREC’10 Learning Based Java for Rapid Development of NLP Systems – Nick Rizzolo, Dan Roth