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Transfer Learning

8078 directly classified papers

Papers per year

Papers

From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025
INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models ACL 2025
Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning ICCV 2025
DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation EMNLP 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025
Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025
Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG ACL 2025
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025
SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation ACL 2025
Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025
Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025
AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions ACL 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025
Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification ACL 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025
Improve Vision Language Model Chain-of-thought Reasoning ACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis CVPR 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025
Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-Based Indoor Localization WACV 2025