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

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025

Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025

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

Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025

FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer’s Disease NAACL 2025

MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts NAACL 2025

UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025

LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025

3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract) AAAI 2025

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025

Deploying Multi-task Online Server with Large Language Model COLING 2025

Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025

A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025

Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection ACL 2025

WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models CVPR 2025

Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025

Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics AAAI 2025

Towards Reliable and Practical Phishing Detection NAACL 2025

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

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

Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025

TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025

Learn Multi-task Anchor: Joint View Imputation and Label Generation for Incomplete Multi-view Clustering IJCAI 2025

Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025