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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Identifying Aggression and Offensive Language in Code-Mixed Tweets: A Multi-Task Transfer Learning Approach COLING 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025
DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data CVPR 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025
See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI AAAI 2025
Differentially Private Prototypes for Imbalanced Transfer Learning AAAI 2025
Learning to Generalize without Bias for Open-Vocabulary Action Recognition ICCV 2025
Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
From Conversational Speech to Readable Text: Post-Processing Noisy Transcripts in a Low-Resource Setting NAACL 2025
Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025
TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning ICCV 2025