| SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks | Jun 4, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| MultiOpEd: A Corpus of Multi-Perspective News Editorials | Jun 4, 2021 | Multi-Task LearningSentence | CodeCode Available | 1 |
| Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning | Jun 3, 2021 | Multi-Task LearningRelation Extraction | 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 |
| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 |
| Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization | May 25, 2021 | Model CompressionMulti-Task Learning | CodeCode Available | 1 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| You Only Learn One Representation: Unified Network for Multiple Tasks | May 10, 2021 | Multi-Task LearningObject Detection | CodeCode Available | 1 |
| SpeechNet: A Universal Modularized Model for Speech Processing Tasks | May 7, 2021 | Multi-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 |
| T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition | Apr 23, 2021 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| Graph-based Person Signature for Person Re-Identifications | Apr 14, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning | Apr 10, 2021 | AttributeMulti-Task Learning | 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 |
| Annotating Columns with Pre-trained Language Models | Apr 5, 2021 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 |
| Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations | Apr 4, 2021 | 3D ReconstructionMulti-Task Learning | CodeCode Available | 1 |
| An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems | Apr 3, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 |
| Target Speaker Verification with Selective Auditory Attention for Single and Multi-talker Speech | Mar 30, 2021 | Multi-Task LearningSpeaker Verification | CodeCode Available | 1 |
| CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems | Mar 29, 2021 | Multi-Task LearningPersuasion Strategies | CodeCode Available | 1 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles | Mar 8, 2021 | ArticlesDiagnostic | CodeCode Available | 1 |
| RotoGrad: Gradient Homogenization in Multitask Learning | Mar 3, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework | Mar 2, 2021 | Age-Invariant Face RecognitionDomain Adaptation | CodeCode Available | 1 |
