Structured Prediction

Learning latent variable structured prediction models with Gaussian perturbations NeurIPS 2018 Learning with Structured Representations for Negation Scope Extraction ACL 2018 Manifold Structured Prediction NeurIPS 2018 Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NeurIPS 2018 Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions EMNLP 2018 Neural Factor Graph Models for Cross-lingual Morphological Tagging ACL 2018 Now You Shake Me: Towards Automatic 4D Cinema CVPR 2018 Text Completion using Context-Integrated Dependency Parsing ACL 2018 A Learning Error Analysis for Structured Prediction with Approximate Inference NeurIPS 2017 Alternating Estimation for Structured High-Dimensional Multi-Response Models NeurIPS 2017 A Practical Perspective on Latent Structured Prediction for Coreference Resolution EACL 2017 Argument Mining with Structured SVMs and RNNs ACL 2017 A Structured Learning Approach to Temporal Relation Extraction EMNLP 2017 A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017 Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017 Consistent Multitask Learning with Nonlinear Output Relations NeurIPS 2017 Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017 Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling CVPR 2017 Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ACL 2017 Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS) CVPR 2017 Magnitude-Preserving Ranking for Structured Outputs ACML 2017 Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017 Sports Field Localization via Deep Structured Models CVPR 2017 Using Global Constraints and Reranking to Improve Cognates Detection ACL 2017 A Credit Assignment Compiler for Joint Prediction NeurIPS 2016