| 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 |
| Are We Really Making Much Progress in Text Classification? A Comparative Review | Apr 8, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA | May 13, 2020 | Image CaptioningMulti-Label Classification | CodeCode Available | 1 | 5 |
| Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation | Sep 21, 2023 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
| MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data | Jan 7, 2022 | Image SegmentationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | Apr 27, 2023 | Multi-Label Classification | CodeCode Available | 1 | 5 |
| Deep Smart Contract Intent Detection | Nov 19, 2022 | Intent DetectionMulti-Label Classification | CodeCode Available | 1 | 5 |
| ML-Decoder: Scalable and Versatile Classification Head | Nov 25, 2021 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Coherent Hierarchical Multi-Label Classification Networks | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Imbalanced Continual Learning with Partitioning Reservoir Sampling | Sep 8, 2020 | Continual LearningMulti-Label Classification | 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 |
| DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification | Mar 15, 2023 | Contrastive LearningMissing Labels | CodeCode Available | 1 | 5 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multi-label Classification with High-rank and High-order Label Correlations | Jul 9, 2022 | Common Sense ReasoningMulti-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 |
| Multi-label Classification with Partial Annotations using Class-aware Selective Loss | Oct 21, 2021 | Missing LabelsMulti-Label Classification | CodeCode Available | 1 | 5 |
| DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction | Oct 10, 2023 | ClassificationKnowledge Graphs | CodeCode Available | 1 | 5 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| Learning Features of Music from Scratch | Nov 29, 2016 | BIG-bench Machine LearningMulti-Label Classification | 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 |
| An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text | May 9, 2023 | ClassificationDecoder | 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 |
| Modeling Multi-Label Action Dependencies for Temporal Action Localization | Mar 4, 2021 | Action DetectionAction Localization | 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 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 | 5 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks | Nov 16, 2020 | Multi-Label ClassificationMUlTI-LABEL-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 |
| 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 |
| Can multi-label classification networks know what they don't know? | Sep 29, 2021 | ClassificationMulti-class 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 |
| Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer | Jul 5, 2022 | Image-text matchingKnowledge Distillation | CodeCode Available | 1 | 5 |
| Open-world Multi-label Text Classification with Extremely Weak Supervision | Jul 8, 2024 | Keyword ExtractionLanguage Modelling | CodeCode Available | 1 | 5 |
| End-to-end speaker segmentation for overlap-aware resegmentation | Apr 8, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection | Nov 19, 2022 | Binary ClassificationInstance Segmentation | 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 |
| Causality Compensated Attention for Contextual Biased Visual Recognition | Feb 25, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Propensity-scored Probabilistic Label Trees | Oct 20, 2021 | Extreme Multi-Label 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 |
| Holistic Label Correction for Noisy Multi-Label Classification | Jan 1, 2023 | ClassificationMemorization | CodeCode Available | 0 | 5 |
| A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification | Jul 1, 2019 | General ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| Hierarchical Multi-label Classification of Text with Capsule Networks | Jul 1, 2019 | AttributeClassification | CodeCode Available | 0 | 5 |
| Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery | Sep 10, 2024 | Hierarchical Multi-label ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization | Oct 1, 2018 | Extreme Multi-Label ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Top-Down Framework for Weakly-supervised Grounded Image Captioning | Jun 13, 2023 | Image CaptioningMulti-Label Classification | CodeCode Available | 0 | 5 |
| HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition | Oct 18, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 0 | 5 |
| GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learning | Apr 26, 2025 | Drug ATC ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | CodeCode Available | 0 | 5 |
