Transfer Learning

Lahjawi: Arabic Cross-Dialect Translator COLING 2025 LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025 Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 COLING 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025 Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025 Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Language verY Rare for All COLING 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 Large Language Models as a Normalizer for Transliteration and Dialectal Translation COLING 2025 Large Language Models to Diffusion Finetuning ICML 2025 Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025 Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025 Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025 Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning ICML 2025 Learning 2D Invariant Affordance Knowledge for 3D Affordance Grounding AAAI 2025 Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025 Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval CVPR 2025 Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025 Learning Cross-Dialectal Morphophonology with Syllable Structure Constraints COLING 2025 Learning from a Few Shots: Data-efficient Cervical Vertebral Maturation Assessment MIDL 2025