| FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity | Nov 14, 2022 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| Ditto: Fair and Robust Federated Learning Through Personalization | Dec 8, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian Regularization | Feb 14, 2021 | Federated LearningFew-Shot Learning | CodeCode Available | 1 |
| Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models | Jun 3, 2021 | KG-to-Text GenerationMulti-Task Learning | CodeCode Available | 1 |
| Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning | Jun 3, 2021 | Multi-Task LearningRelation Extraction | CodeCode Available | 1 |
| FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis | Aug 10, 2023 | Malware AnalysisMulti-Task Learning | CodeCode Available | 1 |
| Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning | Jun 6, 2021 | DiversityMulti Label Text Classification | CodeCode Available | 1 |
| A Multi-Task Learning Approach to Linear Multivariate Forecasting | Feb 5, 2025 | Multi-Task Learning | CodeCode Available | 1 |
| A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation | Jan 15, 2020 | Multi-Task LearningStory Generation | CodeCode Available | 1 |
| A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation | Oct 21, 2020 | Dialogue GenerationLanguage Modelling | CodeCode Available | 1 |
| Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework | Oct 14, 2024 | Data SummarizationMulti-Task Learning | CodeCode Available | 1 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation | May 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data | Sep 19, 2020 | Multi-Task LearningNatural Language Inference | CodeCode Available | 1 |
| A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data | Jul 20, 2020 | Few-Shot LearningMulti-Task Learning | CodeCode Available | 1 |
| Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models | Oct 12, 2020 | Machine TranslationMulti-Task Learning | CodeCode Available | 1 |
| Graph-based Person Signature for Person Re-Identifications | Apr 14, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| A Multi-Task Learning Framework for Multi-Target Stance Detection | Aug 1, 2021 | Multi-Task LearningStance Detection | CodeCode Available | 1 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Multi-task Learning Framework for Opinion Triplet Extraction | Oct 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Hand Image Understanding via Deep Multi-Task Learning | Jul 24, 2021 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 1 |
| HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition | Oct 21, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| An Efficient Framework for Clustered Federated Learning | Jun 7, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction | Mar 10, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 |
| Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation | Apr 2, 2022 | Face IdentificationImage Segmentation | CodeCode Available | 1 |
| Large Scale Holistic Video Understanding | Apr 25, 2019 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs | Aug 1, 2018 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| Conflict-Averse Gradient Descent for Multi-task Learning | Oct 26, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 |
| Improvable Gap Balancing for Multi-Task Learning | Jul 28, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 1 |
| Improved Feature Distillation via Projector Ensemble | Oct 27, 2022 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 |
| Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations | Apr 29, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task | Nov 1, 2021 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities | Nov 30, 2023 | Audio ClassificationFew-Shot Audio Classification | CodeCode Available | 1 |
| Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation | Dec 7, 2021 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| In Defense of the Unitary Scalarization for Deep Multi-Task Learning | Jan 11, 2022 | Multi-Task LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Indoor Scene Recognition in 3D | Feb 28, 2020 | 3D geometryMulti-Task Learning | CodeCode Available | 1 |
| CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences | Feb 14, 2022 | Code CompletionLanguage Modelling | CodeCode Available | 1 |
| CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing | Apr 6, 2021 | API Sequence RecommendationCode Comment Generation | CodeCode Available | 1 |
| AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning | Nov 30, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| Analyzing Multi-Task Learning for Abstractive Text Summarization | Oct 26, 2022 | Abstractive Text SummarizationMulti-Task Learning | CodeCode Available | 1 |
| Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation | Aug 7, 2022 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 |
| Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning | Apr 26, 2022 | Asset ManagementManagement | CodeCode Available | 1 |
| KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos | Aug 18, 2022 | Interactive RecommendationMulti-Task Learning | CodeCode Available | 1 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
