| 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 |
| Multi-Task Attentive Residual Networks for Argument Mining | Feb 24, 2021 | Argument MiningComponent Classification | 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 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 |
| Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers | Feb 11, 2021 | Multi-Task LearningSentence | CodeCode Available | 1 |
| An Investigation of End-to-End Models for Robust Speech Recognition | Feb 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Multi-Task Reinforcement Learning with Context-based Representations | Feb 11, 2021 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 |
| Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis | Feb 9, 2021 | Multimodal Sentiment AnalysisMulti-Task Learning | CodeCode Available | 1 |
| MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification | Feb 7, 2021 | ClassificationEEG | CodeCode Available | 1 |
| Unifying Vision-and-Language Tasks via Text Generation | Feb 4, 2021 | Conditional Text GenerationDecoder | CodeCode Available | 1 |
| Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays | Feb 1, 2021 | Automated Essay ScoringMulti-Task Learning | CodeCode Available | 1 |
| Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions | Jan 28, 2021 | Multi-Task LearningPopulist attitude | CodeCode Available | 1 |
| Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification | Jan 25, 2021 | General ClassificationManagement | CodeCode Available | 1 |
| UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data | Jan 19, 2021 | Multi-Task LearningRepresentation Learning | CodeCode Available | 1 |
| Structured Prediction as Translation between Augmented Natural Languages | Jan 14, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 |
| Line Segment Detection Using Transformers without Edges | Jan 6, 2021 | DecoderLine Segment Detection | CodeCode Available | 1 |
| PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing | Jan 5, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Towards Impartial Multi-task Learning | Jan 1, 2021 | Multi-Task LearningRepresentation Learning | CodeCode Available | 1 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 |
| Unified Mandarin TTS Front-end Based on Distilled BERT Model | Dec 31, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| On Generating Extended Summaries of Long Documents | Dec 28, 2020 | Document SummarizationExtended Summarization | CodeCode Available | 1 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 |
| Exploiting Learnable Joint Groups for Hand Pose Estimation | Dec 17, 2020 | Hand Pose EstimationMulti-Task Learning | CodeCode Available | 1 |
| Towards Recognizing New Semantic Concepts in New Visual Domains | Dec 16, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension | Dec 14, 2020 | Multi-Task LearningReading Comprehension | CodeCode Available | 1 |
