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Structured Prediction

205 papers

Papers per year

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Papers

Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks AAAI 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences ACL 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition ACL 2021
Rationales for Sequential Predictions EMNLP 2021
A New Representation for Span-based CCG Parsing EMNLP 2021
Comparing learnability of two dependency schemes: ‘semantic’ (UD) and ‘syntactic’ (SUD) EMNLP 2021
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Learning with Differentiable Pertubed Optimizers NIPS 2020
Fairness constraints can help exact inference in structured prediction NIPS 2020
A Novel Approach for Constrained Optimization in Graphical Models NIPS 2020
Structured Output Learning with Conditional Generative Flows AAAI 2020
Adversarial Localized Energy Network for Structured Prediction AAAI 2020
Parallel AND/OR Search for Marginal MAP AAAI 2020
Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract) AAAI 2020
Max-Margin Incremental CCG Parsing ACL 2020
Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020
Named Entity Recognition as Dependency Parsing ACL 2020
Revisiting Higher-Order Dependency Parsers ACL 2020
Torch-Struct: Deep Structured Prediction Library ACL 2020
Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data ACL 2020
Improving the Identification of the Discourse Function of News Article Paragraphs ACL 2020
Aspect Sentiment Classification with Aspect-Specific Opinion Spans EMNLP 2020
Stepwise Extractive Summarization and Planning with Structured Transformers EMNLP 2020