| An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization | Aug 1, 2021 | Knowledge GraphsMedical Named Entity Recognition | CodeCode Available | 1 | 5 |
| An End-to-End Multi-Task Learning Model for Image-based Table Recognition | Mar 15, 2023 | Cell DetectionDecoder | CodeCode Available | 1 | 5 |
| An Investigation of End-to-End Models for Robust Speech Recognition | Feb 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | Jun 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning | Nov 24, 2019 | Entity Extraction using GANMulti-Task Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Annotating Columns with Pre-trained Language Models | Apr 5, 2021 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 | 5 |
| An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems | Apr 3, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning | Nov 1, 2020 | Argument Pair Extraction (APE)Multi-Task Learning | CodeCode Available | 1 | 5 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 | 5 |
| A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations | Apr 29, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities | Nov 30, 2023 | Audio ClassificationFew-Shot Audio Classification | CodeCode Available | 1 | 5 |
| DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation | Oct 3, 2024 | Multi-Task LearningObject Recognition | CodeCode Available | 1 | 5 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT | Sep 16, 2021 | Computed Tomography (CT)Multi-Task Learning | CodeCode Available | 1 | 5 |
| Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping | Oct 10, 2020 | Electroencephalogram (EEG)Multi-Task Learning | 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 |
| DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction | Jan 9, 2023 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining | May 6, 2020 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 | 5 |
