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Transfer Learning

8078 directly classified papers

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Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025
Designing and Contextualising Probes for African Languages ACL 2025
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025
Towards Generalizable Scene Change Detection CVPR 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
MultiMorph: On-demand Atlas Construction CVPR 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025
VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025
IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement CVPR 2025
Towards Performance Consistency in Multi-Level Model Collaboration ICCV 2025
Self-Correcting Robot Manipulation via Gaussian-Splatted Foresight AAAI 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ACL 2025
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025