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Structured Prediction

41 directly classified papers

Papers per year

Papers

On Certified Generalization in Structured Prediction NIPS 2023
More than Classification: A Unified Framework for Event Temporal Relation Extraction ACL 2023
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences ACL 2021
Argumentation Frameworks with Strong and Weak Constraints: Semantics and Complexity AAAI 2021
Graph-to-Graph Transformer for Transition-based Dependency Parsing EMNLP 2020
Learning with Differentiable Pertubed Optimizers NIPS 2020
Structured Output Learning with Conditional Generative Flows AAAI 2020
Max-Margin Incremental CCG Parsing ACL 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking EMNLP 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations EMNLP 2020
Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension EMNLP 2020
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm CVPR 2019
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Learning Beam Search Policies via Imitation Learning NIPS 2018
Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF ACL 2018
Manifold Structured Prediction NIPS 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS 2018
Sports Field Localization via Deep Structured Models CVPR 2017
A Structured Learning Approach to Temporal Relation Extraction EMNLP 2017
Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling CVPR 2017
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation CVPR 2016
How Hard is Inference for Structured Prediction? ICML 2015
Target Identity-Aware Network Flow for Online Multiple Target Tracking CVPR 2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NIPS 2015