Multi-Task Learning

AV-RIR: Audio-Visual Room Impulse Response Estimation CVPR 2024 Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024 Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ACL 2024 BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024 ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning ACL 2024 Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation EMNLP 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing CVPR 2024 DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data CVPR 2024 DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation AAAI 2024 EDM3: Event Detection as Multi-task Text Generation NAACL 2024 Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation EMNLP 2024 Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024 Event-based Visible and Infrared Fusion via Multi-task Collaboration CVPR 2024 Exploring Pose-Aware Human-Object Interaction via Hybrid Learning CVPR 2024 FAME: Towards Factual Multi-Task Model Editing EMNLP 2024 FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model EMNLP 2024 FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024 Frequency-Adaptive Pan-Sharpening with Mixture of Experts AAAI 2024 From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024 GC-VTON: Predicting Globally Consistent and Occlusion Aware Local Flows With Neighborhood Integrity Preservation for Virtual Try-On WACV 2024 Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation CVPR 2024