Multi-Task Learning

Variations of multi-task learning for spoken language assessment Interspeech 2022 View-Specific Assessment of L2 Spoken English Interspeech 2022 Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows COLING 2022 WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation Interspeech 2022 What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022 What to Learn, and How: Toward Effective Learning from Rationales ACL 2022 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022 Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention AAAI 2021 ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot ICCV 2021 Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion Interspeech 2021 Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery ICCV 2021 Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition Interspeech 2021 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 A Hierarchical Approach to Multi-Event Survival Analysis AAAI 2021 Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense SemEval 2021 A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment WACV 2021 An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021 An Enhanced Advising Model in Teacher-Student Framework using State Categorization AAAI 2021 An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021 An Integrated Framework for Two-Pass Personalized Voice Trigger Interspeech 2021 An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021 Annotations Matter: Leveraging Multi-task Learning to Parse UD and SUD ACL 2021 A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021 A Partition Filter Network for Joint Entity and Relation Extraction EMNLP 2021 A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021