| Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation | Jun 16, 2021 | Few-Shot Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis | Oct 12, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | Oct 5, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Image-Based and Partially Categorical Annotating Approach for Pedestrian Attribute Recognition | Feb 28, 2023 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning | Nov 22, 2023 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| Improved Feature Distillation via Projector Ensemble | Oct 27, 2022 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Towards Recognizing New Semantic Concepts in New Visual Domains | Dec 16, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Improvable Gap Balancing for Multi-Task Learning | Jul 28, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Improving Image Captioning with Better Use of Captions | Jun 21, 2020 | Caption GenerationImage Captioning | CodeCode Available | 1 | 5 |
| Camera Calibration through Camera Projection Loss | Oct 7, 2021 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation | Dec 7, 2021 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems | Mar 29, 2021 | Multi-Task LearningPersuasion Strategies | CodeCode Available | 1 | 5 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| An Efficient Framework for Clustered Federated Learning | Jun 7, 2020 | ClusteringFederated Learning | CodeCode Available | 1 | 5 |
| CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition | May 27, 2019 | DecoderLanguage Modelling | CodeCode Available | 1 | 5 |
| CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality | Jul 1, 2020 | Multimodal Sentiment AnalysisMulti-Task Learning | CodeCode Available | 1 | 5 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | 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 |
| In Defense of the Unitary Scalarization for Deep Multi-Task Learning | Jan 11, 2022 | Multi-Task LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation | May 26, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
