Multi-Task Learning

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025 MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025 MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding ICCV 2025 McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025 Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems ICCV 2025 MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025 Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025 MistSense: Versatile Online Detection of Procedural and Execution Mistakes ICCV 2025 Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection AAAI 2025 Mixture of Experts Based Multi-Task Supervise Learning from Crowds AAAI 2025 Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ACL 2025 MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception CVPR 2025 MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts NAACL 2025 MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices EMNLP 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025 MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025 MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework EMNLP 2025 MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025 MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors ACL 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025 MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation AAAI 2025 Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025 Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025