| Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments | Oct 10, 2020 | Dialect IdentificationLanguage Modeling | CodeCode Available | 1 |
| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | Oct 5, 2020 | Abstract Meaning RepresentationAMR Parsing | 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 |
| MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale | Oct 2, 2020 | Answer SelectionCommunity Question Answering | CodeCode Available | 1 |
| RRPN++: Guidance Towards More Accurate Scene Text Detection | Sep 28, 2020 | Multi-Task LearningScene Text Detection | CodeCode Available | 1 |
| Label-Efficient Multi-Task Segmentation using Contrastive Learning | Sep 23, 2020 | Contrastive LearningMulti-Task Learning | 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 |
| Multi-Loss Weighting with Coefficient of Variations | Sep 3, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| A Survey on Negative Transfer | Sep 2, 2020 | Lifelong learningMulti-Task Learning | CodeCode Available | 1 |
| Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection | Aug 17, 2020 | Event DetectionMultiple Instance Learning | CodeCode Available | 1 |
| MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans | Aug 5, 2020 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution Unit | Aug 1, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 |
| Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference | Jul 24, 2020 | Incremental LearningMulti-Task Learning | 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 |
| Knowledge Distillation for Multi-task Learning | Jul 14, 2020 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 |
| An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models | Jul 14, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| 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 |
| Efficient Continuous Pareto Exploration in Multi-Task Learning | Jun 29, 2020 | BIG-bench Machine LearningMultiobjective Optimization | CodeCode Available | 1 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 |
| Improving Image Captioning with Better Use of Captions | Jun 21, 2020 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| When Does Self-Supervision Help Graph Convolutional Networks? | Jun 16, 2020 | Multi-Task LearningRepresentation Learning | CodeCode Available | 1 |
| 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 |
