multi-task learning

2556 papers

Explore in graph

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

Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025

M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025

VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making EMNLP 2025

cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SEMEVAL 2025

Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025

CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation WACV 2025

Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025

Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025

Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons COLING 2025

Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025

Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations AAAI 2025

CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification ACL 2025

Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025

From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025

MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025

Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025

ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology ICCV 2025

Training-free LLM Merging for Multi-task Learning ACL 2025

Identifying Aggression and Offensive Language in Code-Mixed Tweets: A Multi-Task Transfer Learning Approach COLING 2025

SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025

Robust Long-Range Perception Against Sensor Misalignment in Autonomous Vehicles WACV 2025

wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025

STAR: Strategy-Aware Refinement Module in Multitask Learning for Emotional Support Conversations ACL 2025