structured prediction

394 papers

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Co-occurring keywords

conditional random field (494) graphical model (863) dependency parsing (802) neural network (6616) sequence labeling (824) named entity recognition (2801) semantic parsing (955) semantic segmentation (3179) markov random field (303) latent variable (541)

Papers

Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 2021

Structured Sentiment Analysis as Dependency Graph Parsing IJCNLP 2021

Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021

Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents NAACL 2021

Energy-Based Learning for Scene Graph Generation CVPR 2021

Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams ICML 2021

Structured Sentiment Analysis as Dependency Graph Parsing ACL 2021

Robust Question Answering Through Sub-part Alignment NAACL 2021

Automated Concatenation of Embeddings for Structured Prediction ACL 2021

Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization ICML 2021

Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021

Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021

Generic Oracles for Structured Prediction IJCNLP 2021

Structured Convolutional Kernel Networks for Airline Crew Scheduling ICML 2021

Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond NIPS 2021

Generic Oracles for Structured Prediction ACL 2021

Towards Sharper Generalization Bounds for Structured Prediction NIPS 2021

Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021

Multi-View Cross-Lingual Structured Prediction with Minimum Supervision IJCNLP 2021

Efficient Heuristic Search for M-Modes Inference PGM 2020

Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020

Adversarial Learning for 3D Matching UAI 2020

Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020

Calibrating Structured Output Predictors for Natural Language Processing ACL 2020

Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking EMNLP 2020