multi-task learning

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning ICLR 2025 Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025 Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025 T2V2: A Unified Non-Autoregressive Model for Speech Recognition and Synthesis via Multitask Learning ICLR 2025 TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025 TADFormer: Task-Adaptive Dynamic TransFormer for Efficient Multi-Task Learning CVPR 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025 TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances AAAI 2025 TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025 Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025 TinyClick: Single-Turn Agent for Empowering GUI Automation Interspeech 2025 TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025 Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning IJCNLP 2025 Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters CVPR 2025 Towards LLM-Empowered Fine-Grained Speech Descriptors for Explainable Emotion Recognition Interspeech 2025 Towards Performance Consistency in Multi-Level Model Collaboration ICCV 2025 Towards Reliable and Practical Phishing Detection NAACL 2025 Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons COLING 2025 Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models EMNLP 2025 Training-free LLM Merging for Multi-task Learning ACL 2025