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Transfer Learning

8078 directly classified papers

Papers per year

Papers

CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025
Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025
Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025
EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion AAAI 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025
BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation AAAI 2025
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025
OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics WACV 2025
MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025
ReMP: Reusable Motion Prior for Multi-Domain 3D Human Pose Estimation and Motion Inbetweening WACV 2025
Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval WACV 2025