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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

Sahara Tokenizers at PARSEME 2.0 Subtask 1: Combining Contextual Embeddings with Structural Decoding for Multi-Word Expression Detection EACL 2026
A Novel Approach to Evaluating Evaluation Metrics for Multi-Output Structured Prediction AAAI 2026
Bringing Emerging Architectures to Sequence Labeling in NLP EACL 2026
Mapping the Course for Prompt-based Structured Prediction EACL 2026
Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis AACL 2025
Heatmap Regression without Soft-Argmax for Facial Landmark Detection ICCV 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts AACL 2025
Predicting Through Generation: Why Generation Is Better for Prediction ACL 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages NAACL 2025
Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025
Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025
Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025
Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024
Promptly Predicting Structures: The Return of Inference NAACL 2024
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates JMLR 2024
To be Continuous, or to be Discrete, Those are Bits of Questions ACL 2024
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing ACL 2024
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels AISTATS 2024
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024
What’s wrong with your model? A Quantitative Analysis of Relation Classification NAACL 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
On Regularization and Inference with Label Constraints ICML 2023
Implicit Training of Inference Network Models for Structured Prediction UAI 2023
Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries CVPR 2023