structured prediction

A Novel Approach to Evaluating Evaluation Metrics for Multi-Output Structured Prediction AAAI 2026 Bringing Emerging Architectures to Sequence Labeling in NLP EACL 2026 End-to-End Deep Learning for Predicting Metric Space-Valued Outputs JMLR 2026 Mapping the Course for Prompt-based Structured Prediction EACL 2026 Modal Dependency Parsing as Structured Prediction over Source-Cue Scope ACL 2026 Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning ACL 2026 Sahara Tokenizers at PARSEME 2.0 Subtask 1: Combining Contextual Embeddings with Structural Decoding for Multi-Word Expression Detection EACL 2026 The Classics at SemEval-2026 Task 3: Combining Transformer Models and LLM-Generated Annotations for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025 Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025 Conformal Structured Prediction ICLR 2025 Heatmap Regression without Soft-Argmax for Facial Landmark Detection ICCV 2025 Multilingual State Space Models for Structured Question Answering in Indic Languages NAACL 2025 Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025 Predicting Through Generation: Why Generation Is Better for Prediction ACL 2025 A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024 An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates JMLR 2024 A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024 CF-OPT: Counterfactual Explanations for Structured Prediction ICML 2024 Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024 MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024 Online Structured Prediction with Fenchel–Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss COLT 2024 Promptly Predicting Structures: The Return of Inference NAACL 2024 Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels AISTATS 2024 Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing ACL 2024