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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

Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three EMNLP 2020
Adversarial Attack and Defense of Structured Prediction Models EMNLP 2020
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020
Fairness constraints can help exact inference in structured prediction NIPS 2020
Large Scale Evaluation of Importance Maps in Automatic Speech Recognition INTERSPEECH 2020
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020
Text2Math: End-to-end Parsing Text into Math Expressions IJCNLP 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field IJCNLP 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection IJCNLP 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction IJCNLP 2019
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CONLL 2019
Learning to Stop in Structured Prediction for Neural Machine Translation NAACL 2019
Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction ICML 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ACL 2019
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm CVPR 2019
Localized Structured Prediction NIPS 2019
Train and Test Tightness of LP Relaxations in Structured Prediction JMLR 2019
A General-Purpose Algorithm for Constrained Sequential Inference CONLL 2019
Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning IJCAI 2019
Text2Math: End-to-end Parsing Text into Math Expressions EMNLP 2019
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors ACL 2019
SPARSE: Structured Prediction using Argument-Relative Structured Encoding NAACL 2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NIPS 2019
Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks NIPS 2019
Graph Structured Prediction Energy Networks NIPS 2019