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Transfer Learning

1113 directly classified papers

Papers per year

Papers

NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency AAAI 2025
FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution AAAI 2025
Learning to Generalize without Bias for Open-Vocabulary Action Recognition ICCV 2025
Language verY Rare for All COLING 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes. ICCV 2025
ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training ICCV 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval COLING 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models ICML 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025
Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
UniDet3D: Multi-dataset Indoor 3D Object Detection AAAI 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025