Structured Prediction

FER at SemEval-2026 Task 6: Analysis of Different Approaches to Unmasking Political Question Evasions SemEval 2026 Conformal Structured Prediction ICLR 2025 Online Structured Prediction with Fenchel–Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss COLT 2024 A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 2023 A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023 Decomposed scoring of CCG dependencies ACL 2023 Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ACL 2023 More than Classification: A Unified Framework for Event Temporal Relation Extraction ACL 2023 On Certified Generalization in Structured Prediction NeurIPS 2023 Structured Prediction with Stronger Consistency Guarantees NeurIPS 2023 UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction ACL 2023 Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs NeurIPS 2022 Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing ACL 2022 Constraining Linear-chain CRFs to Regular Languages ICLR 2022 FastDOG: Fast Discrete Optimization on GPU CVPR 2022 Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field EMNLP 2022 Moment Distributionally Robust Tree Structured Prediction NeurIPS 2022 PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training EMNLP 2022 Pythoneers at WANLP 2022 Shared Task: Monolingual AraBERT for Arabic Propaganda Detection and Span Extraction EMNLP 2022 Semantic Probabilistic Layers for Neuro-Symbolic Learning NeurIPS 2022 Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference AAAI 2022 Sparse Non-Local CRF CVPR 2022 Structured Energy Network As a Loss NeurIPS 2022 The Structured Abstain Problem and the Lovász Hinge COLT 2022 Truncated Matrix Power Iteration for Differentiable DAG Learning NeurIPS 2022