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

Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses CVPR 2025

MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025

ID-GMLM: Intelligent Decision-Making with Integrated Graph Models and Large Language Models AAAI 2025

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

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

Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025

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

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

Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method COLING 2025

Trucidator: Document-level Event Factuality Identification via Hallucination Enhancement and Cross-Document Inference COLING 2025

Advancing Visual Large Language Model for Multi-granular Versatile Perception ICCV 2025

Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025

Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis ACL 2025

NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025

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

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025

Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025

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

Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025

MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025

FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025

Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025

UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing ICCV 2025

Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025

Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025