| Leveraging convergence behavior to balance conflicting tasks in multi-task learning | Apr 14, 2022 | Inductive BiasMulti-Task Learning | CodeCode Available | 1 | 5 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Deep Homography Estimation for Dynamic Scenes | Apr 5, 2020 | Homography EstimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| FedHCA2: Towards Hetero-Client Federated Multi-Task Learning | Jan 1, 2024 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning | Mar 9, 2023 | Deception DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Exploiting Learnable Joint Groups for Hand Pose Estimation | Dec 17, 2020 | Hand Pose EstimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 | 5 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 | 5 |
| A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding | Aug 1, 2021 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning | Jun 6, 2021 | DiversityMulti Label Text Classification | CodeCode Available | 1 | 5 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Aggression and Misogyny Detection using BERT: A Multi-Task Approach | May 1, 2020 | Abusive LanguageAggression Identification | CodeCode Available | 1 | 5 |
| A generic physics-informed neural network-based framework for reliability assessment of multi-state systems | Dec 1, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 | 5 |
| Exploring Correlations of Self-Supervised Tasks for Graphs | May 7, 2024 | Multi-Task LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian Regularization | Feb 14, 2021 | Federated LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 | 5 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses | Sep 12, 2019 | AttributeLung Cancer Diagnosis | 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 |
| ELIT: Emory Language and Information Toolkit | Sep 8, 2021 | AMR ParsingConstituency Parsing | CodeCode Available | 1 | 5 |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
