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Multi-Label Classification

57 directly classified papers

Papers per year

Papers

Early Warning of Intraoperative Adverse Events via Transformer-Driven Multi-Label Learning AAAI 2026
Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025
Adaptive-Grained Label Distribution Learning AAAI 2025
T-MDML: Triplet-based Multiple Distance Metric Learning for Multi-Instance Multi-Label Classification with Label Correlation AAAI 2025
Assignment of account type to proto-cuneiform economic texts with Multi-Class Support Vector Machines NAACL 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025
Multi-Target User Stance Discovery on Reddit ACL 2024
Cardinality-Aware Set Prediction and Top-$k$ Classification NIPS 2024
Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge EMNLP 2024
HierarchyEverywhere at SemEval-2024 Task 4: Detection of Persuasion Techniques in Memes Using Hierarchical Text Classifier SEMEVAL 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024
The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study AISTATS 2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ACL 2023
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022
Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract) AAAI 2022
CEFR-Based Sentence Difficulty Annotation and Assessment EMNLP 2022
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions COLING 2022
Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning AAAI 2022
End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification AAAI 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022
A Multilabel Classification Framework for Approximate Nearest Neighbor Search NIPS 2022
Learning To Predict Visual Attributes in the Wild CVPR 2021