Multi-Task Learning

Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024 The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese EACL 2024 The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024 The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024 Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024 TL-CL: Task And Language Incremental Continual Learning EMNLP 2024 TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles ACL 2024 Toward Efficient Inference for Mixture of Experts NeurIPS 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024 Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox NeurIPS 2024 Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024 Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024 Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024 Toward the Modular Training of Controlled Paraphrase Adapters EACL 2024 Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024 TransFed: A Way To Epitomize Focal Modulation Using Transformer-Based Federated Learning WACV 2024 Transferring Fairness using Multi-Task Learning with Limited Demographic Information EMNLP 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NeurIPS 2024 Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024 Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024 Understanding the effects of language-specific class imbalance in multilingual fine-tuning EACL 2024 Unified Multi-Talker ASR with and without Target-speaker Enrollment Interspeech 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024