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

FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis IJCAI 2025

Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025

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

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025

PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction ACL 2025

Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning ICCV 2025

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

TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025

LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025

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

Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025

RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design EMNLP 2025

Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025

WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation CVPR 2025

MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025

SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025

Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025

Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis EMNLP 2025

MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025

Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025

nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025

Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction CVPR 2025

CrowdMAC: Masked Crowd Density Completion for Robust Crowd Density Forecasting WACV 2025