multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods AAAI 2025

MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification SEMEVAL 2025

Learning Multi-Task Sparse Representation Based on Fisher Information AAAI 2024

Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond AAAI 2024

EDM3: Event Detection as Multi-task Text Generation NAACL 2024

Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024

Self-Supervised Embeddings for Detecting Individual Symptoms of Depression INTERSPEECH 2024

Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024

MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music AAAI 2024

VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024

Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024

MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024

All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024

DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024

A Multi-task Framework with Enhanced Hierarchical Attention for Sentiment Analysis on Classical Chinese Poetry: Utilizing Information from Short Lines EMNLP 2024

Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering AAAI 2024

DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024

A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024

Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024

Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024

BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024

Transferring Fairness using Multi-Task Learning with Limited Demographic Information EMNLP 2024

MIND: Multi-Task Incremental Network Distillation AAAI 2024