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transfer learning

5442 papers

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domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter CVPR 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025
Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025
Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models EMNLP 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025
ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025
Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
Model-based Large Language Model Customization as Service EMNLP 2025
SenDetEX: Sentence-Level AI-Generated Text Detection for Human-AI Hybrid Content via Style and Context Fusion EMNLP 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025
Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025
Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning EMNLP 2025
D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025
WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models CVPR 2025
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025