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Structured Prediction

205 papers

Papers per year

12
13
25
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Papers

Seq2Edits: Sequence Transduction Using Span-level Edit Operations EMNLP 2020
An Investigation of Potential Function Designs for Neural CRF EMNLP 2020
Graph-to-Graph Transformer for Transition-based Dependency Parsing EMNLP 2020
An Empirical Investigation of Beam-Aware Training in Supertagging EMNLP 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models EMNLP 2020
Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension EMNLP 2020
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking EMNLP 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020
Localized Structured Prediction NIPS 2019
Exact inference in structured prediction NIPS 2019
Structured Prediction with Projection Oracles NIPS 2019
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms NIPS 2019
Graph Structured Prediction Energy Networks NIPS 2019
Gradient-Based Inference for Networks with Output Constraints AAAI 2019
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ACL 2019
Adversarial Structure Matching for Structured Prediction Tasks CVPR 2019
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm CVPR 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019
Easy First Relation Extraction with Information Redundancy EMNLP 2019
Learning Explicit and Implicit Structures for Targeted Sentiment Analysis EMNLP 2019
Query-focused Sentence Compression in Linear Time EMNLP 2019
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS 2018
Distributionally Robust Graphical Models NIPS 2018