Structured Prediction

Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020 Improving the Identification of the Discourse Function of News Article Paragraphs ACL 2020 Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020 Learning with Differentiable Pertubed Optimizers NeurIPS 2020 LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020 Max-Margin Incremental CCG Parsing ACL 2020 Named Entity Recognition as Dependency Parsing ACL 2020 Parallel AND/OR Search for Marginal MAP AAAI 2020 Revisiting Higher-Order Dependency Parsers ACL 2020 Seq2Edits: Sequence Transduction Using Span-level Edit Operations EMNLP 2020 Stepwise Extractive Summarization and Planning with Structured Transformers EMNLP 2020 Structured Output Learning with Conditional Generative Flows AAAI 2020 Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension EMNLP 2020 Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract) AAAI 2020 Torch-Struct: Deep Structured Prediction Library ACL 2020 Adversarial Structure Matching for Structured Prediction Tasks CVPR 2019 A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019 A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ACL 2019 Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NeurIPS 2019 Easy First Relation Extraction with Information Redundancy EMNLP 2019 Exact inference in structured prediction NeurIPS 2019 Gradient-Based Inference for Networks with Output Constraints AAAI 2019 Graph Structured Prediction Energy Networks NeurIPS 2019 Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP 2019 Learning Explicit and Implicit Structures for Targeted Sentiment Analysis EMNLP 2019