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

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

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

HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025

GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025

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

MUNBa: Machine Unlearning via Nash Bargaining ICCV 2025

Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025

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

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

MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025

Position Really Matters: Towards a Holistic Approach for Prompt Tuning NAACL 2025

Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025

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

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

HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025

Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025

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

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

Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025

CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025

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

EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025

LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025

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