multi-task learning

tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework COLING 2024 Temporal Validity Change Prediction ACL 2024 The Human-AI Substitution game: active learning from a strategic labeler ICLR 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024 Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets ICLR 2024 Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox NeurIPS 2024 Towards Learning a Generalist Model for Embodied Navigation CVPR 2024 Towards safe multi-task Bayesian optimization L4DC 2024 Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024 Training-Free Pretrained Model Merging CVPR 2024 Transferring Fairness using Multi-Task Learning with Limited Demographic Information EMNLP 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024 Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NeurIPS 2024 UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle NAACL 2024 UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024 Unified Framework for Spoken Language Understanding and Summarization in Task-Based Human Dialog processing Interspeech 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024 UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval COLING 2024 UniTS: A Unified Multi-Task Time Series Model NeurIPS 2024 Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024 UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024 Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024