← Core Methods
Machine Learning › Core Methods ›

Structured Prediction

170 directly classified papers

Papers per year

Papers

Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions EMNLP 2018
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018
Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit EMNLP 2018
Better Transition-Based AMR Parsing with a Refined Search Space EMNLP 2018
Generalizing Tree Probability Estimation via Bayesian Networks NIPS 2018
Distributionally Robust Graphical Models NIPS 2018
Learning latent variable structured prediction models with Gaussian perturbations NIPS 2018
Text Completion using Context-Integrated Dependency Parsing ACL 2018
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018
Argument Mining with Structured SVMs and RNNs ACL 2017
A Practical Perspective on Latent Structured Prediction for Coreference Resolution EACL 2017
Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ACL 2017
Using Global Constraints and Reranking to Improve Cognates Detection ACL 2017
Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS) CVPR 2017
Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017
Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017
A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017
Consistent Multitask Learning with Nonlinear Output Relations NIPS 2017
A Learning Error Analysis for Structured Prediction with Approximate Inference NIPS 2017
Alternating Estimation for Structured High-Dimensional Multi-Response Models NIPS 2017
Learning to Co-Generate Object Proposals With a Deep Structured Network CVPR 2016
Structured Regression Gradient Boosting CVPR 2016
Iterative Instance Segmentation CVPR 2016
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016
Moral Lineage Tracing CVPR 2016