← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce NAACL 2025
Continual Learning in Multilingual Sign Language Translation NAACL 2025
Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025
Transferable Post-training via Inverse Value Learning NAACL 2025
Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025
ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien NAACL 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
Model-based Large Language Model Customization as Service EMNLP 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025
Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025
Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025
Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025
Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025
CUNI at WMT25 General Translation Task EMNLP 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025
Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation AAAI 2025
LLM-Guided Co-Training for Text Classification EMNLP 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025