| Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification | Mar 8, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning | Jan 15, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Integrative Few-Shot Learning for Classification and Segmentation | Mar 29, 2022 | ClassificationFew-Shot Classification and Segmentation | CodeCode Available | 1 | 5 |
| Conditional Generation Net for Medication Recommendation | Feb 14, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Amalgamating Knowledge From Heterogeneous Graph Neural Networks | Jun 19, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| A data-centric approach for assessing progress of Graph Neural Networks | Jun 18, 2024 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| DECAF: Deep Extreme Classification with Label Features | Aug 1, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment | Aug 23, 2022 | Hate Speech DetectionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification | Dec 2, 2021 | Contrastive LearningMulti-Label Classification | CodeCode Available | 1 | 5 |
| HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification | Apr 28, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 | 5 |
| Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation | Nov 7, 2024 | Interpretable Machine LearningMulti-Label Classification | CodeCode Available | 1 | 5 |
| End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification | Feb 24, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 | 5 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 | 5 |
| End-to-end speaker segmentation for overlap-aware resegmentation | Apr 8, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| Efficient and Scalable Estimation of Tool Representations in Vector Space | Sep 2, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Are We Really Making Much Progress in Text Classification? A Comparative Review | Apr 8, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction | Oct 10, 2023 | ClassificationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| ESC: Redesigning WSD with Extractive Sense Comprehension | Jun 1, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition | Dec 5, 2020 | Multi-Label ClassificationMulti-Label Image Recognition | CodeCode Available | 1 | 5 |
| Extending global-local view alignment for self-supervised learning with remote sensing imagery | Mar 12, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 | 5 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels | Oct 4, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 | 5 |
| ELIAS: End-to-End Learning to Index and Search in Large Output Spaces | Oct 16, 2022 | Extreme Multi-Label ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes | Apr 3, 2024 | Caption GenerationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification | Apr 4, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines | Apr 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Can multi-label classification networks know what they don’t know? | May 21, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Can multi-label classification networks know what they don't know? | Sep 29, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Causality Compensated Attention for Contextual Biased Visual Recognition | Feb 25, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity | Jun 27, 2024 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text | May 9, 2023 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model | Jul 12, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| VALUED -- Vision and Logical Understanding Evaluation Dataset | Nov 21, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition | Aug 28, 2023 | graph constructionMulti-Label Classification | CodeCode Available | 1 | 5 |
| GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction | Mar 7, 2022 | AttributeMulti-Label Classification | CodeCode Available | 1 | 5 |
| HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding | Aug 3, 2022 | Medical Code PredictionMulti-Label Classification | CodeCode Available | 1 | 5 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 | 5 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification | May 26, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Cluster-Guided Label Generation in Extreme Multi-Label Classification | Feb 17, 2023 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| Co-attention network with label embedding for text classification | Nov 4, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition | Jul 3, 2023 | Learning with noisy labelsMulti-Label Classification | CodeCode Available | 1 | 5 |
| A Symbolic Character-Aware Model for Solving Geometry Problems | Aug 5, 2023 | MathMulti-Label Classification | CodeCode Available | 1 | 5 |
