Multi-Task Learning

TAMA: Target-Aware Multilingual Abuse Detection by Cascaded Conditional Multi-Task Learning ACL 2026 TaskForce: Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization CVPR 2026 Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning SemEval 2026 TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning CVPR 2026 TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ACL 2026 UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask Specialization SemEval 2026 UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions CVPR 2026 Unified Customized Generation by Disentangled Reward Modeling CVPR 2026 UniGeoSeg: Towards Unified Open-World Segmentation for Geospatial Scenes CVPR 2026 Uni-Hema: Unified Model for Digital Hematopathology CVPR 2026 VARH-AI at SemEval-2026 Task 10: Exploiting Architectural Diversity with Transformer-SSM Ensembles and Confidence-Based Iterative Refinement for Conspiracy Detection SemEval 2026 Virtual Immunohistochemistry Staining with Dual-Aligned Multi-Task Feature Guidance CVPR 2026 XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs ACL 2026 A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models MIDL 2025 Acquiring Pronunciation from Speech Audio via Multi-task Learning Interspeech 2025 Addressing Task Conflicts in Stuttering Detection via MMoE-Based Multi-Task Learning Interspeech 2025 AirRoom: Objects Matter in Room Reidentification CVPR 2025 An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025 A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models Interspeech 2025 A Study on Speech Assessment with Visual Cues Interspeech 2025 AuralNet: Hierarchical Attention-based 3D Binaural Localization of Overlapping Speakers Interspeech 2025 Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts AAAI 2025