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structured prediction

394 papers

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Co-occurring keywords

conditional random field (494) graphical model (863) dependency parsing (802) neural network (6616) sequence labeling (824) named entity recognition (2801) semantic parsing (955) semantic segmentation (3179) markov random field (303) latent variable (541)

Papers

Energy Disaggregation via Discriminative Sparse Coding NIPS 2010
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
Maximum Entropy Discrimination Markov Networks JMLR 2009
Conditional Random Fields with High-Order Features for Sequence Labeling NIPS 2009
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009
Global Ranking Using Continuous Conditional Random Fields NIPS 2008
Structured ranking learning using cumulative distribution networks NIPS 2008
Tighter Bounds for Structured Estimation NIPS 2008
Robust Near-Isometric Matching via Structured Learning of Graphical Models NIPS 2008
Partially Observed Maximum Entropy Discrimination Markov Networks NIPS 2008
Discriminative Learning of Max-Sum Classifiers JMLR 2008
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks JMLR 2008
Efficient multiple hyperparameter learning for log-linear models NIPS 2007
Structured Learning with Approximate Inference NIPS 2007
COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking NIPS 2007
Scalable Discriminative Learning for Natural Language Parsing and Translation NIPS 2006
Structured Prediction, Dual Extragradient and Bregman Projections JMLR 2006
Boosting Structured Prediction for Imitation Learning NIPS 2006
Training Conditional Random Fields for Maximum Labelwise Accuracy NIPS 2006