Multi-Label Classification

Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019 Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables AAAI 2019 Multi-Label Learning with Regularization Enriched Label-Specific Features ACML 2019 Multilabel reductions: what is my loss optimising? NeurIPS 2019 Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization AAAI 2019 NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit ACL 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 Passive Diagnosis Incorporating the PHQ-4 for Depression and Anxiety ACL 2019 Recurrent Attention Model for Pedestrian Attribute Recognition AAAI 2019 scikit-multilearn: A Python library for Multi-Label Classification JMLR 2019 Self-Paced Multi-Label Learning with Diversity ACML 2019 SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter SemEval 2019 Structured Prediction with Projection Oracles NeurIPS 2019 Talk2Car: Taking Control of Your Self-Driving Car EMNLP 2019 Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019 Weakly Supervised Image Classification Through Noise Regularization CVPR 2019 A Neural Architecture for Automated ICD Coding ACL 2018 A no-regret generalization of hierarchical softmax to extreme multi-label classification NeurIPS 2018 Circular Chain Classifiers PGM 2018 Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018 Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018 Efficient Loss-Based Decoding on Graphs for Extreme Classification NeurIPS 2018 Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing ACL 2018 Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018 Functional Map of the World CVPR 2018