| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 | 5 |
| Gradient Surgery for Multi-Task Learning | Jan 19, 2020 | Deep Reinforcement Learningimage-classification | CodeCode Available | 1 | 5 |
| EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING | Dec 7, 2020 | Computational EfficiencyContinual Learning | CodeCode Available | 1 | 5 |
| Grounding Psychological Shape Space in Convolutional Neural Networks | Nov 16, 2021 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 | 5 |
| AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning | Nov 30, 2022 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| Hand Image Understanding via Deep Multi-Task Learning | Jul 24, 2021 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 1 | 5 |
| Camera Calibration through Camera Projection Loss | Oct 7, 2021 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
| Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control | Oct 5, 2022 | Imitation LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| Hierarchical Pronunciation Assessment with Multi-Aspect Attention | Nov 15, 2022 | Multi-Task LearningPhone-level pronunciation scoring | CodeCode Available | 1 | 5 |
| AdaMerging: Adaptive Model Merging for Multi-Task Learning | Oct 4, 2023 | modelMulti-Task Learning | CodeCode Available | 1 | 5 |
| Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation | May 26, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning | Nov 1, 2020 | Argument Pair Extraction (APE)Multi-Task Learning | CodeCode Available | 1 | 5 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation | Nov 6, 2023 | Graph LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Large Scale Holistic Video Understanding | Apr 25, 2019 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation | Jan 15, 2020 | Multi-Task LearningStory Generation | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization | Aug 1, 2021 | Knowledge GraphsMedical Named Entity Recognition | CodeCode Available | 1 | 5 |
| Specialty-Oriented Generalist Medical AI for Chest CT Screening | Apr 3, 2023 | Disease PredictionLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task Learning | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| A Large Scale Search Dataset for Unbiased Learning to Rank | Jul 7, 2022 | Causal DiscoveryLanguage Modelling | CodeCode Available | 1 | 5 |
| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 | 5 |
| Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task | Nov 1, 2021 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Extraction of cropland field parcels with high resolution remote sensing using multi-task learning | Feb 14, 2023 | Edge DetectionManagement | CodeCode Available | 1 | 5 |
| Federated Multi-Task Learning under a Mixture of Distributions | Aug 23, 2021 | FairnessFederated Learning | CodeCode Available | 1 | 5 |
| A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation | Oct 21, 2020 | Dialogue GenerationLanguage Modelling | CodeCode Available | 1 | 5 |
| Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation | Jun 12, 2020 | Multi-Task LearningSession-Based Recommendations | CodeCode Available | 1 | 5 |
| CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences | Feb 14, 2022 | Code CompletionLanguage Modelling | CodeCode Available | 1 | 5 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 | 5 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 | 5 |
| An End-to-End Multi-Task Learning Model for Image-based Table Recognition | Mar 15, 2023 | Cell DetectionDecoder | CodeCode Available | 1 | 5 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition | Mar 28, 2024 | Multi-Task LearningVisual Place Recognition | CodeCode Available | 1 | 5 |
| Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning | Nov 1, 2020 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Adaptive Transfer Learning on Graph Neural Networks | Jul 19, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Conflict-Averse Gradient Descent for Multi-task Learning | Oct 26, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection | Apr 28, 2020 | Abuse DetectionLanguage Modeling | CodeCode Available | 1 | 5 |
| AdaRank: Adaptive Rank Pruning for Enhanced Model Merging | Mar 28, 2025 | Computational Efficiencymodel | CodeCode Available | 1 | 5 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 | 5 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 | 5 |
