Transfer Learning

Fair Text Classification via Transferable Representations JMLR 2025 FastDraft: How to Train Your Draft ACL 2025 Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025 FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks AAAI 2025 FATE: Feature-Adapted Parameter Tuning for Vision-Language Models AAAI 2025 Features are fate: a theory of transfer learning in high-dimensional regression ICML 2025 Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025 Federated Foundation Models on Heterogeneous Time Series AAAI 2025 Federated Learning for Feature Generalization with Convex Constraints ICML 2025 Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework ICML 2025 Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025 Few-Shot Learning Translation from New Languages EMNLP 2025 Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 Field Matching: an Electrostatic Paradigm to Generate and Transfer Data ICML 2025 Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025 Filling the Gap for Uzbek: Creating Translation Resources for Southern Uzbek EMNLP 2025 FIND: A Framework for Discovering Formulas in Data AAAI 2025 Findings of the IWSLT 2025 Evaluation Campaign ACL 2025 Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation AACL 2025 Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025 Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring EMNLP 2025 Fine-Tune on the Format: First Improving Multiple-Choice Evaluation for Intermediate LLM Checkpoints ACL 2025 Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025 Finetuning LLMs for Comparative Assessment Tasks COLING 2025 Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025