Multi-Task Learning

Task-Customized Mixture of Adapters for General Image Fusion CVPR 2024 Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection CVPR 2024 Temporal Validity Change Prediction ACL 2024 Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024 ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model ACL 2024 YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction ACL 2024 AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023 Addressing Negative Transfer in Diffusion Models NeurIPS 2023 A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023 AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023 A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem Interspeech 2023 Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text ACL 2023 Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer ACL 2023 Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond IJCAI 2023 Biomedical Relation Extraction with Entity Type Markers and Relation-specific Question Answering ACL 2023 Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective CVPR 2023 Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation CVPR 2023 Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023 Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction CVPR 2023 CCQ: Cross-Class Query Network for Partially Labeled Organ Segmentation AAAI 2023 CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation EMNLP 2023 Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023