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| Logic Tensor Networks | Dec 25, 2020 | ClusteringMulti-Label Classification | CodeCode Available | 1 |
| Can multi-label classification networks know what they don't know? | Sep 29, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 |
| Macro F1 and Macro F1 | Nov 8, 2019 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | Apr 27, 2023 | Multi-Label Classification | CodeCode Available | 1 |
| Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds | Mar 14, 2024 | imbalanced classificationMulti-Label Classification | CodeCode Available | 1 |
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| MlTr: Multi-label Classification with Transformer | Jun 11, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Modeling Label Space Interactions in Multi-label Classification using Box Embeddings | Sep 29, 2021 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 |
| Modeling Multi-Label Action Dependencies for Temporal Action Localization | Mar 4, 2021 | Action DetectionAction Localization | CodeCode Available | 1 |
| Amalgamating Knowledge From Heterogeneous Graph Neural Networks | Jun 19, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | CodeCode Available | 1 |
| DECAF: Deep Extreme Classification with Label Features | Aug 1, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
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| Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA | May 13, 2020 | Image CaptioningMulti-Label Classification | CodeCode Available | 1 |
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| Multi-Label Learning from Single Positive Labels | Jun 17, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Multi-label Sequential Sentence Classification via Large Language Model | Nov 23, 2024 | Contrastive LearningExtractive Summarization | CodeCode Available | 1 |
| A Symbolic Character-Aware Model for Solving Geometry Problems | Aug 5, 2023 | MathMulti-Label Classification | CodeCode Available | 1 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Asymmetric Polynomial Loss For Multi-Label Classification | Apr 10, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| Neural Message Passing for Multi-Label Classification | Apr 17, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| node2vec: Scalable Feature Learning for Networks | Jul 3, 2016 | Link PredictionMulti-Label Classification | CodeCode Available | 1 |
| NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification | Mar 6, 2021 | image-classificationImage Classification with Label Noise | CodeCode Available | 1 |
| Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks | Sep 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective | Sep 29, 2021 | AllDeep Hashing | CodeCode Available | 1 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Coherent Hierarchical Multi-Label Classification Networks | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Co-attention network with label embedding for text classification | Nov 4, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 |
| Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition | Jul 3, 2023 | Learning with noisy labelsMulti-Label Classification | CodeCode Available | 1 |
| ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts | Oct 5, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Conditional Generation Net for Medication Recommendation | Feb 14, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 |
| Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition | Dec 5, 2020 | Multi-Label ClassificationMulti-Label Image Recognition | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| Densely Connected Convolutional Networks | Aug 25, 2016 | Breast Tumour ClassificationClassification | CodeCode Available | 1 |
| DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification | Mar 15, 2023 | Contrastive LearningMissing Labels | CodeCode Available | 1 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Efficient and Scalable Estimation of Tool Representations in Vector Space | Sep 2, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 |
| 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 |
| ESC: Redesigning WSD with Extractive Sense Comprehension | Jun 1, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media | Sep 7, 2023 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Are We Really Making Much Progress in Text Classification? A Comparative Review | Apr 8, 2022 | ClassificationDecoder | CodeCode Available | 1 |
| 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 |
