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Multi-Label Classification

100 directly classified papers

Papers per year

Papers

Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022
M-BAD: A Multilabel Dataset for Detecting Aggressive Texts and Their Targets ACL 2022
UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil ACL 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification EMNLP 2022
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis EMNLP 2022
“It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online EMNLP 2022
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points NIPS 2022
Multi-Label Learning From Single Positive Labels CVPR 2021
General Multi-Label Image Classification With Transformers CVPR 2021
Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings CVPR 2021
Few-shot Learning for Multi-label Intent Detection AAAI 2021
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders AAAI 2021
A Multilingual Approach to Identify and Classify Exceptional Measures against COVID-19 EMNLP 2021
Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews EMNLP 2021
Multi-label Few-shot Learning with Semantic Inference (Student Abstract) AAAI 2021
Learning To Predict Visual Attributes in the Wild CVPR 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark CVPR 2021
CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images ACL 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021
Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels CVPR 2021
Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations CVPR 2021
Coherent Hierarchical Multi-Label Classification Networks NIPS 2020
Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels CVPR 2020