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| MlTr: Multi-label Classification with Transformer | Jun 11, 2021 | Classificationimage-classification | CodeCode Available | 1 | 5 |
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| Multi-Label Classification Neural Networks with Hard Logical Constraints | Mar 24, 2021 | 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 |
| Multi-Label Classification with Label Graph Superimposing | Nov 21, 2019 | AttributeClassification | 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 |
| Graph Attention Transformer Network for Multi-Label Image Classification | Mar 8, 2022 | ClassificationGraph Attention | 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 Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs | Oct 15, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Amalgamating Knowledge From Heterogeneous Graph Neural Networks | Jun 19, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | 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 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | 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 |
| Neural Networks Enhancement with Logical Knowledge | Sep 13, 2020 | Multi-Label Classification | 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 |
| A Symbolic Character-Aware Model for Solving Geometry Problems | Aug 5, 2023 | MathMulti-Label Classification | CodeCode Available | 1 | 5 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Asymmetric Polynomial Loss For Multi-Label Classification | Apr 10, 2023 | Classificationimage-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 |
| 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 |
| ESC: Redesigning WSD with Extractive Sense Comprehension | Jun 1, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective | Sep 29, 2021 | AllDeep Hashing | CodeCode Available | 1 | 5 |
| Frame-Level Multi-Label Playing Technique Detection Using Multi-Scale Network and Self-Attention Mechanism | Mar 23, 2023 | Instrument Playing Technique DetectionMulti-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 |
| 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 |
| Fixing Localization Errors to Improve Image Classification | Aug 1, 2020 | ClassificationGeneral 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 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 | 5 |
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| FLAIR: Federated Learning Annotated Image Repository | Jul 18, 2022 | Federated LearningMulti-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 |
| Can multi-label classification networks know what they don't know? | Sep 29, 2021 | ClassificationMulti-class Classification | 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 |
| 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 |
| Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images | Jun 3, 2020 | COVID-19 DiagnosisGeneral 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 |
| VALUED -- Vision and Logical Understanding Evaluation Dataset | Nov 21, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 | 5 |
| Are We Really Making Much Progress in Text Classification? A Comparative Review | Apr 8, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 | 5 |
| Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification | Aug 13, 2024 | Hierarchical Multi-label ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification | May 24, 2023 | Hierarchical Multi-label ClassificationMulti-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 |
| PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT | Mar 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ImageNet-21K Pretraining for the Masses | Apr 22, 2021 | Action RecognitionFine-Grained Image Classification | CodeCode Available | 1 | 5 |
| Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation | Sep 21, 2023 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
