structured prediction

Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020 Learning with Differentiable Pertubed Optimizers NeurIPS 2020 Learning with Fenchel-Young losses JMLR 2020 Minimax Bounds for Structured Prediction Based on Factor Graphs AISTATS 2020 Predicting deliberative outcomes ICML 2020 Revisiting Higher-Order Dependency Parsers ACL 2020 StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks NeurIPS 2020 StructPool: Structured Graph Pooling via Conditional Random Fields ICLR 2020 Structured Output Learning with Conditional Generative Flows AAAI 2020 Structured Prediction for Conditional Meta-Learning NeurIPS 2020 Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension EMNLP 2020 Structured Prediction with Partial Labelling through the Infimum Loss ICML 2020 The Differentiable Cross-Entropy Method ICML 2020 Torch-Struct: Deep Structured Prediction Library ACL 2020 Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020 Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling AAAI 2020 Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019 Adversarial Structure Matching for Structured Prediction Tasks CVPR 2019 A General-Purpose Algorithm for Constrained Sequential Inference CoNLL 2019 An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing ACL 2019 Approximate Inference in Structured Instances with Noisy Categorical Observations UAI 2019 A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019 A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2019 A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019 Benchmarking Approximate Inference Methods for Neural Structured Prediction NAACL 2019